knitr::opts_chunk$set(
  echo = TRUE, 
  dev = "png",
  dpi = 150,
  fig.align = "center",
  comment = NA
)

library(tidyverse)
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## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
library(hBayesDM)
## Loading required package: Rcpp
## 
## 
## This is hBayesDM version 1.0.0
library(rstan)
## Loading required package: StanHeaders
## rstan (Version 2.19.2, GitRev: 2e1f913d3ca3)
## For execution on a local, multicore CPU with excess RAM we recommend calling
## options(mc.cores = parallel::detectCores()).
## To avoid recompilation of unchanged Stan programs, we recommend calling
## rstan_options(auto_write = TRUE)
## 
## Attaching package: 'rstan'
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## 
##     extract
library(coda)
## 
## Attaching package: 'coda'
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##     traceplot
library(shinystan)
## Loading required package: shiny
## Registered S3 method overwritten by 'xts':
##   method     from
##   as.zoo.xts zoo
## 
## This is shinystan version 2.5.0
library(ggplot2)
library(bayesplot)
## This is bayesplot version 1.7.0
## - Online documentation and vignettes at mc-stan.org/bayesplot
## - bayesplot theme set to bayesplot::theme_default()
##    * Does _not_ affect other ggplot2 plots
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## 
## Attaching package: 'bayesplot'
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library(rethinking)
## Loading required package: parallel
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## 
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rstan_options(auto_write = TRUE)
options(mc.cores = parallel::detectCores())

Model

\[ \begin{align*} \textrm{y} & \sim \textrm{Student-t}(\nu, \mu_{i}, \sigma) \\ \mu_{i} &= \alpha + \beta_{i} \times \textbf{X} \\ \nu & \sim \textrm{Gamma}(2, 1) \\ \sigma & \sim \textrm{Cauchy}(0, 2) \\ \alpha & \sim \textrm{Normal}(10, 50) \\ \beta_{i} & \sim \textrm{Normal}(\mu_{\beta_i}, 20) \\ \mu_{\beta_i} & \sim \textrm{Normal}(0, 30) \\ \end{align*} \]

stan_model_code <- "
  // Data block
  data {                      
    int<lower=1> N;               // Data size
    int<lower=1> K;               // Number of IndividualPredictors
    matrix[N, K] X;                 // Matrix of IndividualPredictor point prediction values
    vector<lower=0>[N] Y;         // Target variable Y 
    row_vector[K] x_hat;          // New data from K * IndividualPredictor pipelines
  }
  
  // Parameters block
  parameters {                
    real<lower=0> alpha;                  // Intercept
    vector[K] beta;                 // IndividualPredictor Coefficients
    vector[K] beta_mu;              // IndividualPredictor Coefficients' mu
    real<lower=0> sigma;            // error 
    real<lower=0> nu;               // Student t degrees of freedom
  }
  
  // Transformed Paramaters block
  transformed parameters {          
    vector[N] mu;
    mu = alpha + X * beta;    // linear predictor
  } 
  
  // Model block
  model {                     
    // hyper priors
    beta_mu ~ normal(0, 30);

    // priors
    alpha ~ normal(10, 50);
    beta ~ normal(beta_mu, 20);
    sigma ~ cauchy(0, 2);    
    nu ~ gamma(2, 1);
    
    // likelihood
    Y ~ student_t(nu, mu, sigma);
  }
  
  // Generated quantities block
  generated quantities {      
    vector[N] y_rep;        // simulate data from the posterior
    vector[N] log_lik;      // log-likelihood posterior
    real y_hat;             // Forward prediction from new x_hat data
    
    for (n in 1:N) {
      y_rep[n] = student_t_rng(nu, mu[n], sigma);
    }
    for (n in 1:N) {
      log_lik[n] = student_t_lpdf(Y[n] | nu, mu[n], sigma);
    }
    y_hat = student_t_rng(nu, alpha + x_hat * beta, sigma); 
  }

" 

sm  <- stan_model(model_code = stan_model_code)

Data

Raw

raw_data <- readRDS('data.RDS')
str(raw_data)
Classes 'tbl_df', 'tbl' and 'data.frame':   1460 obs. of  4 variables:
 $ y : num  16.7 16.3 16.8 16.8 17.3 ...
 $ x1: num  16.5 16.9 16.6 17 17.5 ...
 $ x2: num  16.5 16.9 16.4 17.1 16.9 ...
 $ x3: num  16.5 16.8 16.4 17.1 17.1 ...

Prep

x_obs <- raw_data %>% 
  select(-y) %>% 
  mutate_all(list(~scale(.) %>% as.vector))   # Standardise X
y_obs <- raw_data %>% select(y)

N <- nrow(x_obs)
K <- ncol(x_obs)

x_hat <- rep(0, K)  # This will contain your individual predictor point estimates when you are making a forward prediction, for now just set to 0

data <- list(N=N, K=K, X=x_obs, Y=y_obs$y, x_hat=x_hat)
str(data)
List of 5
 $ N    : int 1460
 $ K    : int 3
 $ X    :Classes 'tbl_df', 'tbl' and 'data.frame':  1460 obs. of  3 variables:
  ..$ x1: num [1:1460] 1.31 1.45 1.34 1.47 1.63 ...
  ..$ x2: num [1:1460] 1.3 1.42 1.27 1.5 1.44 ...
  ..$ x3: num [1:1460] 1.33 1.42 1.28 1.51 1.51 ...
 $ Y    : num [1:1460] 16.7 16.3 16.8 16.8 17.3 ...
 $ x_hat: num [1:3] 0 0 0

Stan Fit

sf1 <- sampling(sm, 
                data = data, 
                iter = 2000, 
                warmup = 500)
print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))
Inference for Stan model: 7109337119cc68515b3a716ec2f403c3.
4 chains, each with iter=2000; warmup=500; thin=1; 
post-warmup draws per chain=1500, total post-warmup draws=6000.

                  mean se_mean     sd      50%      67%      80%      90%
alpha           12.305   0.000  0.004   12.305   12.307   12.309   12.311
beta[1]          0.627   0.002  0.099    0.628    0.672    0.710    0.754
beta[2]          0.657   0.002  0.110    0.658    0.705    0.749    0.797
beta[3]          1.907   0.002  0.121    1.904    1.959    2.011    2.066
beta_mu[1]       0.221   0.220 16.607    0.435    7.602   14.031   21.268
beta_mu[2]       0.641   0.219 16.469    0.651    7.690   14.374   22.053
beta_mu[3]       1.526   0.236 16.728    1.647    8.755   15.288   22.875
sigma            0.116   0.000  0.004    0.116    0.118    0.120    0.121
nu               2.706   0.003  0.210    2.696    2.791    2.877    2.980
mu[1]           16.518   0.000  0.008   16.518   16.522   16.525   16.528
mu[2]           16.856   0.000  0.008   16.856   16.860   16.863   16.867
mu[3]           16.413   0.000  0.010   16.413   16.417   16.421   16.425
mu[4]           17.099   0.000  0.009   17.099   17.103   17.107   17.111
mu[5]           17.153   0.000  0.018   17.153   17.162   17.169   17.177
mu[6]           17.695   0.000  0.011   17.695   17.700   17.704   17.709
mu[7]           17.353   0.000  0.016   17.353   17.360   17.366   17.373
mu[8]           17.637   0.000  0.021   17.636   17.646   17.655   17.665
mu[9]           17.353   0.000  0.009   17.353   17.357   17.360   17.364
mu[10]          17.805   0.000  0.010   17.805   17.810   17.813   17.818
mu[11]          18.015   0.000  0.010   18.015   18.020   18.024   18.028
mu[12]          19.149   0.000  0.012   19.149   19.154   19.158   19.163
mu[13]          18.957   0.000  0.010   18.957   18.962   18.966   18.970
mu[14]          18.431   0.000  0.010   18.431   18.435   18.439   18.444
mu[15]          17.506   0.000  0.022   17.506   17.516   17.524   17.534
mu[16]          16.885   0.000  0.008   16.885   16.889   16.892   16.896
mu[17]          17.201   0.000  0.014   17.201   17.207   17.213   17.219
mu[18]          17.468   0.000  0.010   17.468   17.473   17.477   17.482
mu[19]          17.200   0.000  0.009   17.200   17.204   17.207   17.211
mu[20]          16.483   0.000  0.010   16.483   16.488   16.492   16.496
mu[21]          16.243   0.000  0.008   16.243   16.247   16.250   16.253
mu[22]          16.388   0.000  0.007   16.388   16.391   16.394   16.398
mu[23]          16.345   0.000  0.008   16.345   16.349   16.352   16.356
mu[24]          16.840   0.000  0.008   16.840   16.843   16.846   16.850
mu[25]          16.932   0.000  0.008   16.932   16.936   16.939   16.942
mu[26]          16.189   0.000  0.011   16.189   16.194   16.198   16.203
mu[27]          16.061   0.000  0.010   16.060   16.065   16.069   16.074
mu[28]          15.847   0.000  0.013   15.847   15.852   15.858   15.863
mu[29]          15.438   0.000  0.006   15.438   15.441   15.444   15.447
mu[30]          15.238   0.000  0.009   15.238   15.242   15.246   15.250
mu[31]          15.318   0.000  0.010   15.318   15.322   15.326   15.331
mu[32]          14.676   0.000  0.009   14.676   14.680   14.684   14.688
mu[33]          14.153   0.000  0.006   14.153   14.156   14.158   14.161
mu[34]          13.936   0.000  0.005   13.936   13.938   13.940   13.943
mu[35]          13.227   0.000  0.017   13.227   13.234   13.241   13.249
mu[36]          13.172   0.000  0.006   13.172   13.175   13.177   13.180
mu[37]          13.612   0.000  0.008   13.612   13.616   13.620   13.623
mu[38]          14.811   0.000  0.021   14.811   14.821   14.829   14.839
mu[39]          15.224   0.000  0.006   15.224   15.227   15.230   15.232
mu[40]          14.791   0.000  0.007   14.791   14.794   14.797   14.800
mu[41]          14.687   0.000  0.006   14.687   14.690   14.692   14.694
mu[42]          14.896   0.000  0.007   14.896   14.899   14.902   14.905
mu[43]          14.754   0.000  0.006   14.754   14.757   14.759   14.762
mu[44]          15.228   0.000  0.009   15.228   15.232   15.235   15.240
mu[45]          14.632   0.000  0.007   14.632   14.635   14.638   14.641
mu[46]          13.768   0.000  0.008   13.768   13.772   13.775   13.779
mu[47]          13.607   0.000  0.009   13.607   13.611   13.614   13.618
mu[48]          13.807   0.000  0.007   13.807   13.810   13.813   13.816
mu[49]          14.500   0.000  0.010   14.500   14.505   14.509   14.513
mu[50]          14.939   0.000  0.009   14.939   14.943   14.946   14.950
mu[51]          15.014   0.000  0.009   15.014   15.018   15.021   15.026
mu[52]          14.403   0.000  0.009   14.403   14.407   14.411   14.415
mu[53]          14.243   0.000  0.005   14.243   14.245   14.247   14.250
mu[54]          14.324   0.000  0.006   14.324   14.326   14.329   14.331
mu[55]          14.239   0.000  0.009   14.239   14.243   14.247   14.251
mu[56]          14.327   0.000  0.005   14.327   14.329   14.331   14.334
mu[57]          14.504   0.000  0.009   14.504   14.508   14.511   14.516
mu[58]          14.717   0.000  0.006   14.717   14.720   14.722   14.725
mu[59]          14.121   0.000  0.006   14.121   14.124   14.126   14.129
mu[60]          13.949   0.000  0.005   13.949   13.951   13.953   13.956
mu[61]          13.081   0.000  0.019   13.080   13.089   13.096   13.104
mu[62]          13.040   0.000  0.005   13.040   13.042   13.045   13.047
mu[63]          14.165   0.000  0.006   14.165   14.168   14.171   14.173
mu[64]          13.980   0.000  0.005   13.980   13.982   13.984   13.987
mu[65]          13.577   0.000  0.006   13.577   13.579   13.582   13.585
mu[66]          13.284   0.000  0.005   13.284   13.286   13.288   13.290
mu[67]          13.389   0.000  0.005   13.389   13.391   13.393   13.395
mu[68]          13.559   0.000  0.006   13.559   13.562   13.564   13.567
mu[69]          13.876   0.000  0.009   13.876   13.880   13.884   13.888
mu[70]          14.028   0.000  0.007   14.028   14.031   14.034   14.037
mu[71]          13.819   0.000  0.007   13.819   13.823   13.826   13.829
mu[72]          12.895   0.000  0.010   12.895   12.900   12.904   12.908
mu[73]          12.348   0.000  0.005   12.348   12.350   12.351   12.354
mu[74]          12.263   0.000  0.004   12.263   12.265   12.267   12.269
mu[75]          12.192   0.000  0.005   12.192   12.194   12.196   12.198
mu[76]          12.929   0.000  0.007   12.929   12.932   12.935   12.938
mu[77]          12.957   0.000  0.004   12.957   12.959   12.960   12.962
mu[78]          12.857   0.000  0.005   12.857   12.859   12.861   12.863
mu[79]          12.402   0.000  0.005   12.402   12.404   12.406   12.409
mu[80]          12.385   0.000  0.007   12.385   12.388   12.391   12.394
mu[81]          12.342   0.000  0.004   12.342   12.344   12.346   12.347
mu[82]          12.498   0.000  0.004   12.498   12.500   12.501   12.503
mu[83]          12.692   0.000  0.005   12.692   12.694   12.696   12.698
mu[84]          12.952   0.000  0.008   12.952   12.955   12.958   12.962
mu[85]          12.614   0.000  0.005   12.614   12.616   12.618   12.620
mu[86]          12.098   0.000  0.008   12.098   12.101   12.105   12.108
mu[87]          12.838   0.000  0.009   12.837   12.841   12.845   12.849
mu[88]          13.122   0.000  0.005   13.122   13.124   13.126   13.128
mu[89]          13.078   0.000  0.006   13.078   13.080   13.083   13.086
mu[90]          13.798   0.000  0.010   13.798   13.802   13.806   13.811
mu[91]          13.807   0.000  0.005   13.807   13.810   13.812   13.814
mu[92]          13.457   0.000  0.005   13.457   13.459   13.461   13.463
mu[93]          13.142   0.000  0.004   13.142   13.144   13.146   13.148
mu[94]          13.381   0.000  0.006   13.381   13.384   13.386   13.388
mu[95]          13.386   0.000  0.006   13.386   13.388   13.391   13.394
mu[96]          13.593   0.000  0.007   13.593   13.596   13.599   13.602
mu[97]          13.745   0.000  0.005   13.745   13.747   13.750   13.752
mu[98]          13.496   0.000  0.006   13.496   13.499   13.501   13.504
mu[99]          13.028   0.000  0.005   13.028   13.030   13.032   13.035
mu[100]         12.808   0.000  0.004   12.808   12.810   12.812   12.814
mu[101]         12.782   0.000  0.009   12.782   12.786   12.789   12.793
mu[102]         13.188   0.000  0.006   13.188   13.191   13.193   13.196
mu[103]         14.146   0.000  0.005   14.146   14.148   14.150   14.153
mu[104]         13.698   0.000  0.012   13.698   13.703   13.708   13.714
mu[105]         13.466   0.000  0.006   13.466   13.469   13.471   13.474
mu[106]         13.370   0.000  0.006   13.370   13.372   13.375   13.377
mu[107]         12.882   0.000  0.005   12.882   12.884   12.886   12.888
mu[108]         12.945   0.000  0.006   12.945   12.947   12.950   12.952
mu[109]         13.480   0.000  0.006   13.480   13.483   13.486   13.488
mu[110]         13.411   0.000  0.008   13.410   13.414   13.417   13.420
mu[111]         12.859   0.000  0.005   12.859   12.862   12.864   12.866
mu[112]         12.795   0.000  0.006   12.795   12.798   12.800   12.803
mu[113]         11.870   0.000  0.010   11.870   11.874   11.878   11.882
mu[114]         11.384   0.000  0.004   11.384   11.386   11.388   11.389
mu[115]         11.570   0.000  0.007   11.570   11.572   11.575   11.578
mu[116]         12.100   0.000  0.011   12.100   12.104   12.109   12.114
mu[117]         12.087   0.000  0.008   12.087   12.090   12.093   12.096
mu[118]         11.673   0.000  0.005   11.673   11.675   11.677   11.679
mu[119]         11.545   0.000  0.005   11.545   11.547   11.549   11.551
mu[120]         11.196   0.000  0.004   11.196   11.198   11.200   11.202
mu[121]         11.171   0.000  0.004   11.171   11.173   11.174   11.176
mu[122]         11.618   0.000  0.006   11.618   11.621   11.623   11.625
mu[123]         11.981   0.000  0.005   11.981   11.983   11.986   11.988
mu[124]         12.081   0.000  0.004   12.081   12.083   12.085   12.086
mu[125]         11.971   0.000  0.010   11.971   11.975   11.980   11.984
mu[126]         11.473   0.000  0.007   11.473   11.476   11.478   11.481
mu[127]         11.108   0.000  0.007   11.109   11.111   11.114   11.117
mu[128]         11.233   0.000  0.005   11.233   11.235   11.237   11.239
mu[129]         11.295   0.000  0.006   11.295   11.298   11.300   11.303
mu[130]         11.477   0.000  0.005   11.477   11.479   11.481   11.483
mu[131]         11.443   0.000  0.004   11.443   11.445   11.447   11.448
mu[132]         10.860   0.000  0.006   10.860   10.863   10.865   10.867
mu[133]         10.565   0.000  0.007   10.565   10.568   10.571   10.574
mu[134]         10.694   0.000  0.004   10.694   10.696   10.698   10.700
mu[135]         10.908   0.000  0.004   10.908   10.910   10.912   10.913
mu[136]         10.783   0.000  0.005   10.784   10.786   10.788   10.790
mu[137]         11.538   0.000  0.008   11.538   11.542   11.545   11.549
mu[138]         11.512   0.000  0.006   11.512   11.515   11.517   11.520
mu[139]         11.080   0.000  0.004   11.080   11.082   11.083   11.085
mu[140]         10.817   0.000  0.005   10.817   10.819   10.821   10.824
mu[141]         11.649   0.000  0.010   11.649   11.654   11.658   11.663
mu[142]         11.245   0.000  0.007   11.245   11.248   11.251   11.254
mu[143]         11.357   0.000  0.004   11.356   11.358   11.360   11.362
mu[144]         11.296   0.000  0.004   11.296   11.298   11.300   11.301
mu[145]         10.535   0.000  0.007   10.535   10.538   10.541   10.545
mu[146]         10.247   0.000  0.004   10.247   10.249   10.251   10.253
mu[147]         10.276   0.000  0.006   10.276   10.279   10.281   10.284
mu[148]         10.647   0.000  0.005   10.647   10.649   10.651   10.653
mu[149]         10.580   0.000  0.005   10.581   10.583   10.585   10.587
mu[150]         10.847   0.000  0.004   10.847   10.849   10.850   10.852
mu[151]         10.706   0.000  0.006   10.706   10.709   10.712   10.714
mu[152]         10.658   0.000  0.006   10.658   10.660   10.662   10.665
mu[153]         10.191   0.000  0.006   10.192   10.194   10.196   10.199
mu[154]         10.025   0.000  0.005   10.025   10.028   10.030   10.032
mu[155]         10.195   0.000  0.005   10.195   10.197   10.199   10.201
mu[156]         10.901   0.000  0.010   10.901   10.905   10.909   10.913
mu[157]         11.185   0.000  0.008   11.185   11.188   11.192   11.195
mu[158]         11.322   0.000  0.005   11.322   11.324   11.327   11.329
mu[159]         11.182   0.000  0.005   11.182   11.184   11.187   11.189
mu[160]         10.452   0.000  0.006   10.452   10.455   10.457   10.460
mu[161]         10.278   0.000  0.005   10.278   10.280   10.283   10.285
mu[162]         10.778   0.000  0.006   10.778   10.781   10.783   10.786
mu[163]         10.901   0.000  0.004   10.901   10.903   10.904   10.906
mu[164]         10.840   0.000  0.007   10.840   10.843   10.846   10.849
mu[165]         10.801   0.000  0.004   10.801   10.803   10.805   10.807
mu[166]         10.922   0.000  0.007   10.922   10.925   10.928   10.931
mu[167]         10.721   0.000  0.004   10.721   10.723   10.724   10.726
mu[168]         10.622   0.000  0.005   10.622   10.624   10.626   10.628
mu[169]         13.295   0.000  0.027   13.295   13.306   13.317   13.330
mu[170]         17.484   0.001  0.083   17.486   17.521   17.554   17.589
mu[171]         16.488   0.000  0.012   16.488   16.494   16.499   16.504
mu[172]         16.662   0.000  0.012   16.662   16.667   16.672   16.677
mu[173]         16.930   0.000  0.012   16.929   16.935   16.940   16.946
mu[174]         16.992   0.000  0.009   16.992   16.997   17.000   17.004
mu[175]         17.586   0.000  0.018   17.586   17.594   17.602   17.610
mu[176]         17.874   0.000  0.015   17.874   17.880   17.887   17.893
mu[177]         17.225   0.000  0.012   17.225   17.231   17.236   17.241
mu[178]         17.399   0.000  0.009   17.399   17.403   17.407   17.411
mu[179]         17.614   0.000  0.019   17.614   17.623   17.631   17.640
mu[180]         17.372   0.000  0.015   17.372   17.379   17.385   17.392
mu[181]         17.204   0.000  0.010   17.204   17.209   17.212   17.217
mu[182]         17.252   0.000  0.012   17.252   17.257   17.262   17.267
mu[183]         16.880   0.000  0.012   16.879   16.885   16.890   16.895
mu[184]         17.331   0.000  0.015   17.331   17.337   17.343   17.350
mu[185]         17.518   0.000  0.010   17.518   17.523   17.527   17.531
mu[186]         17.102   0.000  0.010   17.102   17.107   17.111   17.115
mu[187]         17.119   0.000  0.011   17.119   17.124   17.128   17.133
mu[188]         17.099   0.000  0.008   17.099   17.103   17.106   17.110
mu[189]         17.546   0.000  0.013   17.546   17.552   17.557   17.563
mu[190]         17.674   0.000  0.010   17.674   17.679   17.683   17.687
mu[191]         18.713   0.000  0.029   18.712   18.726   18.738   18.751
mu[192]         17.261   0.001  0.058   17.262   17.286   17.310   17.335
mu[193]         14.332   0.000  0.014   14.333   14.339   14.344   14.350
mu[194]         14.203   0.000  0.011   14.203   14.208   14.212   14.218
mu[195]         13.819   0.000  0.007   13.819   13.822   13.825   13.828
mu[196]         13.126   0.000  0.014   13.126   13.132   13.138   13.144
mu[197]         12.910   0.000  0.005   12.910   12.912   12.914   12.917
mu[198]         13.216   0.000  0.012   13.216   13.221   13.226   13.231
mu[199]         13.946   0.000  0.011   13.946   13.951   13.955   13.960
mu[200]         13.917   0.000  0.007   13.917   13.921   13.924   13.927
mu[201]         13.635   0.000  0.005   13.635   13.637   13.639   13.641
mu[202]         13.166   0.000  0.005   13.166   13.168   13.170   13.172
mu[203]         13.043   0.000  0.005   13.043   13.046   13.048   13.050
mu[204]         14.413   0.000  0.018   14.413   14.421   14.428   14.436
mu[205]         15.542   0.000  0.011   15.542   15.546   15.551   15.555
mu[206]         15.467   0.000  0.012   15.467   15.473   15.477   15.483
mu[207]         15.141   0.000  0.006   15.141   15.144   15.147   15.150
mu[208]         15.172   0.000  0.006   15.172   15.175   15.177   15.180
mu[209]         14.741   0.000  0.011   14.741   14.746   14.750   14.755
mu[210]         14.794   0.000  0.009   14.794   14.798   14.801   14.805
mu[211]         14.833   0.000  0.009   14.832   14.836   14.840   14.844
mu[212]         14.938   0.000  0.006   14.938   14.940   14.943   14.946
mu[213]         14.460   0.000  0.009   14.460   14.464   14.468   14.472
mu[214]         14.068   0.000  0.005   14.068   14.071   14.073   14.075
mu[215]         13.640   0.000  0.007   13.640   13.644   13.647   13.650
mu[216]         13.438   0.001  0.033   13.438   13.452   13.465   13.480
mu[217]         13.554   0.000  0.008   13.554   13.557   13.561   13.564
mu[218]         14.086   0.000  0.009   14.086   14.090   14.094   14.098
mu[219]         14.361   0.000  0.005   14.361   14.363   14.365   14.368
mu[220]         14.188   0.000  0.006   14.188   14.191   14.193   14.195
mu[221]         13.748   0.000  0.007   13.748   13.752   13.755   13.758
mu[222]         13.143   0.000  0.008   13.143   13.146   13.150   13.153
mu[223]         13.167   0.000  0.005   13.166   13.169   13.171   13.174
mu[224]         13.167   0.000  0.007   13.167   13.170   13.173   13.176
mu[225]         13.614   0.000  0.011   13.614   13.619   13.623   13.628
mu[226]         13.288   0.000  0.017   13.288   13.295   13.302   13.310
mu[227]         12.715   0.000  0.007   12.715   12.718   12.721   12.724
mu[228]         11.942   0.000  0.009   11.942   11.946   11.950   11.954
mu[229]         11.721   0.000  0.005   11.721   11.723   11.725   11.727
mu[230]         11.504   0.000  0.008   11.504   11.507   11.510   11.514
mu[231]         11.646   0.000  0.005   11.646   11.648   11.650   11.653
mu[232]         12.613   0.000  0.012   12.613   12.618   12.623   12.627
mu[233]         12.605   0.000  0.005   12.605   12.607   12.609   12.612
mu[234]         12.141   0.000  0.004   12.141   12.143   12.145   12.147
mu[235]         12.362   0.000  0.007   12.362   12.365   12.368   12.371
mu[236]         12.603   0.000  0.007   12.602   12.605   12.608   12.611
mu[237]         12.652   0.000  0.006   12.651   12.654   12.656   12.659
mu[238]         12.611   0.000  0.004   12.611   12.613   12.615   12.617
mu[239]         13.478   0.000  0.004   13.478   13.480   13.482   13.484
mu[240]         14.044   0.000  0.007   14.044   14.047   14.050   14.053
mu[241]         13.519   0.000  0.005   13.519   13.522   13.524   13.526
mu[242]         13.452   0.000  0.008   13.452   13.456   13.459   13.463
mu[243]         13.521   0.000  0.006   13.521   13.523   13.526   13.528
mu[244]         13.557   0.000  0.007   13.556   13.560   13.562   13.565
mu[245]         13.856   0.000  0.007   13.856   13.859   13.862   13.865
mu[246]         14.447   0.000  0.011   14.447   14.452   14.457   14.461
mu[247]         14.064   0.000  0.006   14.064   14.067   14.070   14.073
mu[248]         13.690   0.000  0.005   13.690   13.692   13.694   13.696
mu[249]         13.836   0.000  0.007   13.836   13.840   13.843   13.846
mu[250]         13.533   0.000  0.005   13.533   13.535   13.537   13.540
mu[251]         14.154   0.000  0.008   14.154   14.158   14.161   14.164
mu[252]         14.540   0.000  0.009   14.540   14.544   14.548   14.552
mu[253]         14.558   0.000  0.006   14.558   14.560   14.563   14.565
mu[254]         14.148   0.000  0.005   14.148   14.150   14.152   14.155
mu[255]         13.736   0.000  0.007   13.736   13.740   13.742   13.745
mu[256]         13.702   0.000  0.007   13.702   13.705   13.708   13.711
mu[257]         13.947   0.000  0.008   13.947   13.950   13.954   13.957
mu[258]         13.935   0.000  0.008   13.935   13.938   13.941   13.945
mu[259]         13.621   0.000  0.006   13.621   13.624   13.627   13.630
mu[260]         13.595   0.000  0.006   13.595   13.597   13.600   13.602
mu[261]         13.513   0.000  0.005   13.513   13.515   13.517   13.519
mu[262]         12.414   0.000  0.015   12.414   12.421   12.427   12.434
mu[263]         12.124   0.000  0.008   12.124   12.128   12.131   12.135
mu[264]         12.369   0.000  0.004   12.369   12.370   12.372   12.374
mu[265]         12.454   0.000  0.005   12.454   12.456   12.458   12.460
mu[266]         13.435   0.000  0.012   13.435   13.440   13.445   13.450
mu[267]         13.168   0.000  0.005   13.168   13.170   13.172   13.174
mu[268]         12.711   0.000  0.005   12.711   12.713   12.715   12.717
mu[269]         12.580   0.000  0.007   12.580   12.583   12.586   12.589
mu[270]         13.038   0.000  0.010   13.037   13.042   13.047   13.051
mu[271]         13.537   0.000  0.006   13.537   13.540   13.543   13.545
mu[272]         13.756   0.000  0.006   13.756   13.758   13.761   13.763
mu[273]         13.564   0.000  0.005   13.564   13.567   13.569   13.571
mu[274]         13.471   0.000  0.008   13.471   13.475   13.478   13.481
mu[275]         12.818   0.000  0.004   12.818   12.820   12.821   12.823
mu[276]         12.657   0.000  0.008   12.657   12.660   12.663   12.667
mu[277]         12.704   0.000  0.006   12.704   12.707   12.709   12.712
mu[278]         12.865   0.000  0.004   12.865   12.867   12.869   12.871
mu[279]         12.852   0.000  0.006   12.852   12.854   12.856   12.859
mu[280]         12.915   0.000  0.005   12.915   12.917   12.919   12.922
mu[281]         12.805   0.000  0.005   12.805   12.807   12.809   12.811
mu[282]         12.628   0.000  0.005   12.628   12.630   12.632   12.634
mu[283]         13.242   0.000  0.005   13.242   13.244   13.246   13.248
mu[284]         13.079   0.000  0.005   13.079   13.081   13.083   13.085
mu[285]         13.583   0.000  0.005   13.583   13.586   13.588   13.590
mu[286]         13.684   0.000  0.007   13.684   13.687   13.690   13.693
mu[287]         13.486   0.000  0.005   13.486   13.489   13.491   13.493
mu[288]         13.206   0.000  0.005   13.206   13.208   13.210   13.212
mu[289]         12.823   0.000  0.005   12.823   12.826   12.828   12.830
mu[290]         12.732   0.000  0.005   12.732   12.734   12.736   12.739
mu[291]         12.898   0.000  0.005   12.898   12.900   12.903   12.905
mu[292]         13.058   0.000  0.005   13.058   13.060   13.062   13.064
mu[293]         12.805   0.000  0.009   12.805   12.809   12.812   12.816
mu[294]         12.635   0.000  0.004   12.635   12.637   12.639   12.641
mu[295]         12.949   0.000  0.004   12.949   12.951   12.953   12.955
mu[296]         13.472   0.000  0.008   13.472   13.475   13.479   13.482
mu[297]         13.174   0.000  0.014   13.174   13.180   13.185   13.191
mu[298]         14.521   0.000  0.008   14.521   14.525   14.528   14.532
mu[299]         14.644   0.000  0.006   14.644   14.646   14.649   14.651
mu[300]         14.937   0.000  0.008   14.937   14.940   14.944   14.948
mu[301]         14.884   0.000  0.006   14.884   14.887   14.889   14.892
mu[302]         14.883   0.000  0.006   14.883   14.886   14.888   14.891
mu[303]         14.779   0.000  0.006   14.779   14.781   14.784   14.786
mu[304]         14.883   0.000  0.008   14.883   14.887   14.890   14.894
mu[305]         14.857   0.000  0.007   14.857   14.860   14.863   14.867
mu[306]         14.620   0.000  0.006   14.619   14.622   14.625   14.628
mu[307]         14.637   0.000  0.006   14.637   14.640   14.642   14.645
mu[308]         14.618   0.000  0.006   14.618   14.621   14.623   14.626
mu[309]         15.558   0.000  0.007   15.558   15.562   15.565   15.568
mu[310]         16.011   0.000  0.008   16.011   16.015   16.018   16.021
mu[311]         15.765   0.000  0.010   15.765   15.770   15.774   15.778
mu[312]         15.706   0.000  0.008   15.706   15.710   15.713   15.716
mu[313]         15.866   0.000  0.007   15.866   15.869   15.872   15.875
mu[314]         15.689   0.000  0.007   15.689   15.692   15.695   15.698
mu[315]         15.351   0.000  0.009   15.351   15.355   15.358   15.362
mu[316]         15.220   0.000  0.007   15.220   15.223   15.226   15.229
mu[317]         14.910   0.000  0.007   14.910   14.913   14.916   14.919
mu[318]         14.714   0.000  0.005   14.714   14.716   14.719   14.721
mu[319]         14.815   0.000  0.007   14.815   14.818   14.821   14.824
mu[320]         14.071   0.000  0.016   14.070   14.078   14.084   14.091
mu[321]         13.142   0.000  0.017   13.142   13.149   13.156   13.164
mu[322]         13.083   0.000  0.006   13.083   13.086   13.088   13.091
mu[323]         12.590   0.000  0.007   12.590   12.593   12.596   12.599
mu[324]         12.822   0.000  0.006   12.822   12.825   12.827   12.830
mu[325]         13.133   0.000  0.005   13.133   13.135   13.137   13.140
mu[326]         13.245   0.000  0.009   13.244   13.248   13.252   13.256
mu[327]         13.571   0.000  0.007   13.571   13.575   13.578   13.581
mu[328]         13.498   0.000  0.005   13.498   13.500   13.502   13.505
mu[329]         13.518   0.000  0.005   13.518   13.521   13.523   13.525
mu[330]         13.545   0.000  0.005   13.545   13.548   13.550   13.552
mu[331]         13.579   0.000  0.006   13.579   13.582   13.585   13.587
mu[332]         12.898   0.000  0.013   12.898   12.903   12.909   12.914
mu[333]         13.470   0.000  0.017   13.470   13.477   13.484   13.491
mu[334]         13.613   0.000  0.011   13.613   13.618   13.623   13.628
mu[335]         13.407   0.000  0.008   13.407   13.411   13.414   13.417
mu[336]         13.209   0.000  0.005   13.209   13.211   13.213   13.216
mu[337]         13.180   0.000  0.004   13.179   13.182   13.183   13.185
mu[338]         13.698   0.000  0.009   13.698   13.702   13.705   13.709
mu[339]         13.880   0.000  0.005   13.880   13.882   13.884   13.886
mu[340]         14.155   0.000  0.006   14.155   14.158   14.160   14.163
mu[341]         13.817   0.000  0.007   13.817   13.820   13.823   13.826
mu[342]         13.949   0.000  0.006   13.949   13.952   13.954   13.957
mu[343]         14.223   0.000  0.006   14.223   14.226   14.228   14.231
mu[344]         14.034   0.000  0.006   14.034   14.037   14.039   14.042
mu[345]         14.256   0.000  0.008   14.256   14.259   14.263   14.266
mu[346]         14.523   0.000  0.006   14.523   14.526   14.528   14.531
mu[347]         14.060   0.000  0.006   14.060   14.063   14.066   14.069
mu[348]         13.992   0.000  0.007   13.992   13.995   13.998   14.000
mu[349]         13.811   0.000  0.008   13.811   13.815   13.818   13.822
mu[350]         13.889   0.000  0.005   13.889   13.892   13.894   13.896
mu[351]         13.984   0.000  0.006   13.984   13.986   13.989   13.991
mu[352]         14.450   0.000  0.009   14.450   14.454   14.458   14.461
mu[353]         14.475   0.000  0.013   14.475   14.481   14.486   14.492
mu[354]         15.325   0.000  0.009   15.325   15.329   15.333   15.337
mu[355]         15.353   0.000  0.007   15.353   15.356   15.358   15.361
mu[356]         15.400   0.000  0.007   15.399   15.403   15.406   15.409
mu[357]         17.348   0.000  0.029   17.348   17.361   17.374   17.387
mu[358]         19.070   0.000  0.013   19.070   19.076   19.081   19.087
mu[359]         18.206   0.000  0.010   18.206   18.211   18.215   18.219
mu[360]         19.037   0.000  0.014   19.037   19.043   19.048   19.055
mu[361]         18.970   0.000  0.013   18.970   18.976   18.981   18.987
mu[362]         19.091   0.000  0.011   19.091   19.096   19.100   19.105
mu[363]         20.081   0.000  0.012   20.081   20.086   20.091   20.096
mu[364]         20.473   0.000  0.013   20.473   20.479   20.484   20.490
mu[365]         20.080   0.000  0.016   20.080   20.087   20.094   20.101
mu[366]         20.308   0.000  0.012   20.308   20.314   20.319   20.324
mu[367]         21.048   0.000  0.014   21.048   21.054   21.060   21.066
mu[368]         20.943   0.000  0.015   20.943   20.949   20.955   20.962
mu[369]         21.425   0.000  0.014   21.425   21.431   21.437   21.443
mu[370]         21.806   0.000  0.015   21.806   21.813   21.819   21.826
mu[371]         21.367   0.000  0.014   21.367   21.373   21.378   21.384
mu[372]         21.955   0.000  0.019   21.954   21.963   21.971   21.979
mu[373]         22.188   0.000  0.015   22.188   22.195   22.201   22.207
mu[374]         21.921   0.000  0.017   21.920   21.928   21.935   21.943
mu[375]         21.957   0.000  0.015   21.957   21.964   21.969   21.976
mu[376]         22.062   0.000  0.015   22.062   22.069   22.074   22.081
mu[377]         21.947   0.000  0.016   21.947   21.955   21.961   21.968
mu[378]         21.894   0.000  0.015   21.894   21.901   21.907   21.913
mu[379]         21.577   0.000  0.015   21.577   21.584   21.590   21.597
mu[380]         19.544   0.001  0.038   19.544   19.561   19.575   19.593
mu[381]         19.963   0.000  0.013   19.963   19.969   19.974   19.980
mu[382]         20.664   0.000  0.013   20.664   20.670   20.675   20.681
mu[383]         20.308   0.000  0.018   20.308   20.315   20.323   20.331
mu[384]         20.002   0.000  0.012   20.002   20.007   20.011   20.016
mu[385]         19.798   0.000  0.014   19.797   19.804   19.809   19.816
mu[386]         19.358   0.000  0.016   19.357   19.364   19.371   19.377
mu[387]         19.855   0.000  0.015   19.855   19.862   19.868   19.874
mu[388]         20.342   0.000  0.015   20.342   20.349   20.354   20.361
mu[389]         20.022   0.000  0.013   20.023   20.028   20.033   20.039
mu[390]         19.468   0.000  0.012   19.468   19.473   19.478   19.483
mu[391]         19.285   0.000  0.011   19.285   19.290   19.294   19.299
mu[392]         18.602   0.000  0.014   18.602   18.608   18.614   18.620
mu[393]         18.923   0.000  0.012   18.923   18.928   18.933   18.938
mu[394]         18.944   0.000  0.010   18.944   18.949   18.953   18.958
mu[395]         18.587   0.000  0.011   18.587   18.591   18.595   18.600
mu[396]         18.102   0.000  0.010   18.102   18.106   18.110   18.114
mu[397]         18.033   0.000  0.011   18.033   18.038   18.043   18.048
mu[398]         18.032   0.000  0.010   18.032   18.037   18.041   18.046
mu[399]         17.903   0.000  0.014   17.903   17.909   17.914   17.921
mu[400]         17.503   0.000  0.010   17.503   17.507   17.511   17.515
mu[401]         17.694   0.000  0.015   17.694   17.701   17.706   17.713
mu[402]         17.574   0.000  0.009   17.574   17.578   17.581   17.585
mu[403]         17.274   0.000  0.011   17.274   17.278   17.283   17.287
mu[404]         16.750   0.000  0.010   16.750   16.754   16.758   16.762
mu[405]         15.959   0.000  0.011   15.959   15.964   15.968   15.974
mu[406]         16.085   0.000  0.011   16.085   16.090   16.095   16.099
mu[407]         16.398   0.000  0.008   16.398   16.401   16.405   16.408
mu[408]         16.213   0.000  0.009   16.213   16.217   16.221   16.225
mu[409]         15.952   0.000  0.009   15.952   15.956   15.960   15.964
mu[410]         15.377   0.000  0.014   15.377   15.384   15.389   15.395
mu[411]         15.153   0.000  0.007   15.153   15.156   15.159   15.162
mu[412]         15.324   0.000  0.008   15.324   15.328   15.331   15.334
mu[413]         15.324   0.000  0.007   15.324   15.327   15.330   15.333
mu[414]         15.032   0.000  0.007   15.032   15.035   15.038   15.041
mu[415]         14.971   0.000  0.007   14.971   14.974   14.977   14.980
mu[416]         15.121   0.000  0.007   15.121   15.124   15.127   15.131
mu[417]         14.828   0.000  0.006   14.828   14.830   14.833   14.835
mu[418]         15.065   0.000  0.008   15.065   15.069   15.072   15.075
mu[419]         16.067   0.000  0.007   16.067   16.070   16.073   16.077
mu[420]         15.864   0.000  0.007   15.864   15.867   15.870   15.873
mu[421]         15.652   0.000  0.008   15.652   15.656   15.659   15.662
mu[422]         15.280   0.000  0.007   15.280   15.283   15.285   15.288
mu[423]         14.926   0.000  0.007   14.926   14.929   14.931   14.934
mu[424]         15.437   0.000  0.008   15.437   15.440   15.443   15.447
mu[425]         15.897   0.000  0.020   15.897   15.906   15.914   15.923
mu[426]         15.893   0.000  0.012   15.893   15.898   15.903   15.908
mu[427]         15.905   0.000  0.008   15.905   15.909   15.912   15.915
mu[428]         16.017   0.000  0.009   16.017   16.021   16.025   16.028
mu[429]         15.719   0.000  0.007   15.719   15.723   15.725   15.729
mu[430]         15.790   0.000  0.007   15.790   15.793   15.796   15.799
mu[431]         16.133   0.000  0.009   16.133   16.137   16.141   16.145
mu[432]         15.921   0.000  0.008   15.921   15.925   15.928   15.932
mu[433]         16.178   0.000  0.012   16.178   16.183   16.188   16.194
mu[434]         16.469   0.000  0.008   16.469   16.473   16.476   16.479
mu[435]         16.177   0.000  0.012   16.177   16.182   16.187   16.192
mu[436]         15.904   0.000  0.008   15.904   15.908   15.911   15.914
mu[437]         16.312   0.000  0.008   16.312   16.316   16.319   16.323
mu[438]         15.917   0.000  0.007   15.917   15.920   15.923   15.926
mu[439]         15.719   0.000  0.008   15.719   15.723   15.726   15.729
mu[440]         15.768   0.000  0.008   15.768   15.772   15.775   15.778
mu[441]         15.633   0.000  0.012   15.633   15.639   15.644   15.649
mu[442]         15.285   0.000  0.008   15.285   15.289   15.292   15.296
mu[443]         15.504   0.000  0.007   15.504   15.507   15.510   15.513
mu[444]         15.176   0.000  0.006   15.176   15.178   15.181   15.184
mu[445]         15.123   0.000  0.007   15.123   15.126   15.129   15.132
mu[446]         15.730   0.000  0.011   15.730   15.735   15.740   15.746
mu[447]         15.678   0.000  0.008   15.678   15.682   15.685   15.688
mu[448]         14.710   0.000  0.012   14.709   14.715   14.720   14.726
mu[449]         14.871   0.000  0.008   14.871   14.875   14.878   14.881
mu[450]         14.668   0.000  0.008   14.668   14.672   14.675   14.679
mu[451]         14.438   0.000  0.008   14.438   14.442   14.445   14.449
mu[452]         14.350   0.000  0.006   14.350   14.353   14.355   14.358
mu[453]         13.995   0.000  0.005   13.995   13.997   13.999   14.002
mu[454]         13.627   0.000  0.010   13.627   13.632   13.636   13.640
mu[455]         14.833   0.000  0.018   14.833   14.841   14.849   14.856
mu[456]         14.888   0.000  0.016   14.888   14.895   14.901   14.909
mu[457]         14.729   0.000  0.006   14.729   14.732   14.734   14.737
mu[458]         14.865   0.000  0.006   14.865   14.868   14.870   14.873
mu[459]         14.943   0.000  0.008   14.943   14.946   14.950   14.954
mu[460]         14.448   0.000  0.008   14.448   14.452   14.455   14.458
mu[461]         14.810   0.000  0.008   14.810   14.813   14.816   14.820
mu[462]         14.568   0.000  0.006   14.568   14.571   14.574   14.576
mu[463]         14.139   0.000  0.006   14.139   14.142   14.144   14.147
mu[464]         14.125   0.000  0.007   14.125   14.128   14.131   14.134
mu[465]         13.838   0.000  0.006   13.838   13.841   13.843   13.846
mu[466]         13.844   0.000  0.005   13.844   13.846   13.848   13.850
mu[467]         15.417   0.000  0.020   15.417   15.426   15.434   15.443
mu[468]         15.062   0.000  0.007   15.062   15.065   15.067   15.070
mu[469]         15.240   0.000  0.012   15.240   15.245   15.250   15.256
mu[470]         15.698   0.000  0.013   15.698   15.704   15.709   15.715
mu[471]         15.970   0.000  0.010   15.970   15.974   15.978   15.982
mu[472]         15.623   0.000  0.013   15.623   15.629   15.634   15.640
mu[473]         19.091   0.000  0.016   19.090   19.098   19.104   19.112
mu[474]         22.136   0.001  0.033   22.136   22.150   22.164   22.178
mu[475]         21.793   0.000  0.017   21.793   21.800   21.807   21.815
mu[476]         21.831   0.000  0.014   21.831   21.837   21.843   21.850
mu[477]         21.575   0.000  0.014   21.575   21.581   21.587   21.593
mu[478]         20.610   0.000  0.019   20.610   20.618   20.626   20.635
mu[479]         21.447   0.000  0.020   21.447   21.456   21.465   21.474
mu[480]         21.242   0.000  0.015   21.242   21.249   21.255   21.262
mu[481]         21.087   0.000  0.014   21.087   21.093   21.099   21.105
mu[482]         21.021   0.000  0.015   21.021   21.028   21.033   21.040
mu[483]         21.283   0.000  0.017   21.282   21.290   21.297   21.305
mu[484]         21.326   0.000  0.013   21.326   21.332   21.337   21.343
mu[485]         21.595   0.000  0.014   21.595   21.601   21.607   21.613
mu[486]         21.794   0.000  0.014   21.794   21.800   21.806   21.812
mu[487]         21.415   0.000  0.017   21.415   21.423   21.430   21.437
mu[488]         22.385   0.000  0.015   22.385   22.392   22.398   22.405
mu[489]         22.164   0.000  0.016   22.165   22.172   22.178   22.185
mu[490]         21.454   0.000  0.019   21.454   21.463   21.471   21.479
mu[491]         21.499   0.000  0.015   21.499   21.505   21.511   21.517
mu[492]         21.202   0.000  0.014   21.202   21.208   21.213   21.219
mu[493]         20.766   0.000  0.014   20.766   20.772   20.777   20.783
mu[494]         21.132   0.000  0.014   21.132   21.138   21.143   21.149
mu[495]         20.981   0.000  0.016   20.980   20.988   20.994   21.002
mu[496]         19.071   0.001  0.034   19.071   19.086   19.099   19.114
mu[497]         15.848   0.000  0.020   15.848   15.857   15.865   15.874
mu[498]         16.442   0.001  0.056   16.442   16.468   16.490   16.514
mu[499]         16.640   0.001  0.043   16.640   16.659   16.677   16.695
mu[500]         15.704   0.000  0.010   15.704   15.708   15.712   15.717
mu[501]         15.852   0.000  0.008   15.852   15.856   15.859   15.862
mu[502]         15.440   0.000  0.013   15.440   15.446   15.451   15.457
mu[503]         15.630   0.000  0.007   15.630   15.633   15.636   15.639
mu[504]         15.652   0.000  0.008   15.652   15.656   15.659   15.662
mu[505]         15.262   0.000  0.008   15.262   15.266   15.269   15.273
mu[506]         14.948   0.000  0.010   14.948   14.953   14.956   14.960
mu[507]         14.783   0.000  0.007   14.783   14.786   14.789   14.792
mu[508]         14.199   0.000  0.013   14.199   14.205   14.211   14.217
mu[509]         14.492   0.000  0.010   14.492   14.496   14.501   14.505
mu[510]         14.138   0.000  0.009   14.138   14.142   14.146   14.150
mu[511]         13.567   0.000  0.007   13.567   13.570   13.573   13.576
mu[512]         13.700   0.000  0.008   13.700   13.703   13.706   13.709
mu[513]         13.268   0.000  0.010   13.269   13.273   13.277   13.281
mu[514]         12.843   0.000  0.008   12.843   12.846   12.849   12.853
mu[515]         12.880   0.000  0.005   12.880   12.882   12.884   12.886
mu[516]         13.200   0.000  0.007   13.200   13.203   13.206   13.209
mu[517]         12.814   0.000  0.006   12.814   12.816   12.819   12.822
mu[518]         13.022   0.000  0.005   13.022   13.024   13.026   13.029
mu[519]         12.981   0.000  0.008   12.981   12.984   12.987   12.991
mu[520]         12.381   0.000  0.005   12.381   12.383   12.385   12.388
mu[521]         12.703   0.000  0.007   12.703   12.706   12.708   12.711
mu[522]         12.563   0.000  0.006   12.563   12.565   12.568   12.570
mu[523]         12.344   0.000  0.007   12.344   12.347   12.350   12.353
mu[524]         12.191   0.000  0.007   12.190   12.194   12.197   12.200
mu[525]         12.296   0.000  0.011   12.296   12.301   12.306   12.311
mu[526]         11.795   0.000  0.008   11.795   11.799   11.802   11.806
mu[527]         11.730   0.000  0.008   11.730   11.733   11.737   11.740
mu[528]         12.244   0.000  0.009   12.244   12.248   12.252   12.256
mu[529]         11.997   0.000  0.004   11.997   11.999   12.000   12.002
mu[530]         12.297   0.000  0.006   12.297   12.300   12.303   12.305
mu[531]         12.106   0.000  0.005   12.106   12.108   12.110   12.112
mu[532]         11.460   0.000  0.012   11.460   11.465   11.470   11.476
mu[533]         11.714   0.000  0.011   11.714   11.719   11.724   11.729
mu[534]         11.874   0.000  0.006   11.874   11.877   11.879   11.882
mu[535]         11.677   0.000  0.004   11.677   11.679   11.681   11.683
mu[536]         12.660   0.000  0.010   12.660   12.664   12.669   12.673
mu[537]         12.262   0.000  0.010   12.262   12.267   12.271   12.275
mu[538]         11.825   0.000  0.004   11.825   11.827   11.828   11.830
mu[539]         11.874   0.000  0.009   11.874   11.878   11.882   11.886
mu[540]         11.555   0.000  0.005   11.555   11.557   11.559   11.562
mu[541]         11.495   0.000  0.006   11.495   11.498   11.500   11.503
mu[542]         11.585   0.000  0.005   11.585   11.587   11.589   11.591
mu[543]         11.337   0.000  0.005   11.337   11.340   11.342   11.344
mu[544]         11.143   0.000  0.004   11.143   11.145   11.147   11.148
mu[545]         11.702   0.000  0.010   11.702   11.706   11.710   11.715
mu[546]         11.320   0.000  0.007   11.320   11.323   11.326   11.328
mu[547]         11.374   0.000  0.004   11.374   11.375   11.377   11.379
mu[548]         11.299   0.000  0.006   11.299   11.301   11.304   11.307
mu[549]         11.622   0.000  0.008   11.622   11.625   11.629   11.632
mu[550]         11.550   0.000  0.009   11.550   11.555   11.559   11.562
mu[551]         11.261   0.000  0.008   11.261   11.265   11.267   11.271
mu[552]         10.991   0.000  0.005   10.991   10.993   10.995   10.997
mu[553]         10.851   0.000  0.004   10.851   10.853   10.855   10.856
mu[554]         11.037   0.000  0.006   11.037   11.039   11.042   11.044
mu[555]         10.973   0.000  0.005   10.973   10.975   10.977   10.979
mu[556]         10.431   0.000  0.007   10.431   10.434   10.436   10.439
mu[557]         10.245   0.000  0.005   10.245   10.247   10.249   10.251
mu[558]         10.333   0.000  0.005   10.333   10.335   10.337   10.340
mu[559]         10.059   0.000  0.013   10.059   10.065   10.071   10.076
mu[560]         13.250   0.001  0.040   13.251   13.268   13.284   13.302
mu[561]         12.804   0.000  0.012   12.804   12.809   12.814   12.820
mu[562]         12.651   0.000  0.010   12.651   12.655   12.659   12.664
mu[563]         12.992   0.000  0.006   12.992   12.994   12.997   13.000
mu[564]         13.470   0.000  0.006   13.470   13.473   13.475   13.478
mu[565]         12.970   0.000  0.005   12.970   12.972   12.974   12.977
mu[566]         13.197   0.000  0.006   13.197   13.199   13.202   13.204
mu[567]         12.922   0.000  0.005   12.922   12.924   12.927   12.929
mu[568]         12.517   0.000  0.009   12.517   12.521   12.524   12.528
mu[569]         12.851   0.000  0.007   12.851   12.854   12.857   12.860
mu[570]         12.715   0.000  0.005   12.715   12.717   12.719   12.722
mu[571]         12.681   0.000  0.005   12.681   12.684   12.686   12.688
mu[572]         12.311   0.000  0.010   12.311   12.315   12.319   12.323
mu[573]         12.362   0.000  0.007   12.362   12.365   12.368   12.371
mu[574]         12.104   0.000  0.007   12.104   12.107   12.110   12.113
mu[575]         12.323   0.000  0.005   12.323   12.326   12.328   12.330
mu[576]         12.063   0.000  0.005   12.063   12.066   12.068   12.070
mu[577]         11.973   0.000  0.005   11.972   11.975   11.977   11.979
mu[578]         12.350   0.000  0.005   12.350   12.352   12.354   12.356
mu[579]         12.344   0.000  0.006   12.344   12.347   12.349   12.352
mu[580]         12.043   0.000  0.004   12.043   12.045   12.046   12.048
mu[581]         12.134   0.000  0.005   12.134   12.137   12.139   12.141
mu[582]         12.176   0.000  0.007   12.176   12.179   12.182   12.185
mu[583]         11.015   0.000  0.026   11.015   11.027   11.037   11.049
mu[584]         11.063   0.000  0.005   11.063   11.065   11.067   11.069
mu[585]         10.847   0.000  0.005   10.847   10.849   10.851   10.853
mu[586]         10.477   0.000  0.005   10.477   10.480   10.482   10.484
mu[587]         10.601   0.000  0.006   10.601   10.604   10.606   10.609
mu[588]         11.237   0.000  0.004   11.237   11.239   11.241   11.243
mu[589]         11.262   0.000  0.007   11.262   11.265   11.268   11.271
mu[590]         11.539   0.000  0.005   11.539   11.542   11.544   11.546
mu[591]         11.600   0.000  0.004   11.600   11.602   11.603   11.605
mu[592]         17.702   0.002  0.121   17.703   17.755   17.805   17.857
mu[593]         18.661   0.001  0.040   18.661   18.679   18.694   18.713
mu[594]         19.194   0.001  0.033   19.194   19.208   19.221   19.236
mu[595]         18.586   0.000  0.011   18.586   18.591   18.596   18.601
mu[596]         19.074   0.000  0.015   19.073   19.080   19.086   19.093
mu[597]         19.431   0.000  0.019   19.431   19.439   19.447   19.456
mu[598]         19.295   0.000  0.011   19.295   19.300   19.305   19.309
mu[599]         19.598   0.000  0.018   19.598   19.606   19.613   19.621
mu[600]         19.393   0.000  0.013   19.393   19.399   19.405   19.410
mu[601]         19.477   0.000  0.015   19.477   19.483   19.490   19.497
mu[602]         19.586   0.000  0.011   19.586   19.591   19.596   19.601
mu[603]         20.435   0.000  0.012   20.435   20.440   20.445   20.450
mu[604]         20.198   0.000  0.028   20.198   20.210   20.221   20.233
mu[605]         20.016   0.000  0.012   20.016   20.021   20.026   20.031
mu[606]         20.364   0.000  0.017   20.363   20.371   20.378   20.386
mu[607]         20.405   0.000  0.012   20.405   20.411   20.416   20.421
mu[608]         20.437   0.000  0.013   20.437   20.443   20.448   20.454
mu[609]         20.720   0.000  0.014   20.720   20.726   20.731   20.737
mu[610]         20.390   0.000  0.014   20.390   20.396   20.401   20.407
mu[611]         20.727   0.000  0.015   20.727   20.733   20.739   20.745
mu[612]         20.424   0.000  0.015   20.424   20.430   20.436   20.443
mu[613]         20.096   0.000  0.017   20.096   20.104   20.110   20.118
mu[614]         18.238   0.000  0.029   18.238   18.251   18.262   18.274
mu[615]         16.399   0.000  0.010   16.399   16.403   16.407   16.412
mu[616]         15.424   0.000  0.025   15.424   15.435   15.445   15.456
mu[617]         15.675   0.000  0.024   15.674   15.686   15.696   15.706
mu[618]         15.213   0.000  0.016   15.213   15.221   15.227   15.234
mu[619]         14.654   0.000  0.008   14.654   14.658   14.661   14.665
mu[620]         14.650   0.000  0.007   14.650   14.653   14.656   14.659
mu[621]         14.740   0.000  0.013   14.740   14.746   14.751   14.757
mu[622]         15.263   0.000  0.006   15.263   15.265   15.268   15.271
mu[623]         15.422   0.000  0.010   15.422   15.427   15.431   15.436
mu[624]         15.141   0.000  0.013   15.141   15.146   15.152   15.157
mu[625]         15.096   0.000  0.006   15.096   15.098   15.101   15.104
mu[626]         14.530   0.000  0.011   14.530   14.535   14.539   14.544
mu[627]         14.396   0.000  0.006   14.396   14.399   14.402   14.405
mu[628]         14.094   0.000  0.007   14.094   14.097   14.100   14.103
mu[629]         13.800   0.000  0.011   13.800   13.805   13.809   13.814
mu[630]         13.778   0.000  0.015   13.778   13.785   13.791   13.798
mu[631]         13.358   0.000  0.007   13.358   13.361   13.364   13.367
mu[632]         13.391   0.000  0.005   13.391   13.393   13.396   13.398
mu[633]         13.434   0.000  0.008   13.434   13.438   13.441   13.445
mu[634]         13.231   0.000  0.006   13.231   13.234   13.237   13.239
mu[635]         12.761   0.000  0.010   12.761   12.765   12.770   12.774
mu[636]         12.689   0.000  0.008   12.689   12.692   12.695   12.698
mu[637]         12.266   0.000  0.006   12.266   12.268   12.270   12.273
mu[638]         12.754   0.000  0.023   12.754   12.764   12.773   12.783
mu[639]         12.976   0.000  0.005   12.976   12.978   12.980   12.982
mu[640]         12.796   0.000  0.016   12.796   12.803   12.810   12.816
mu[641]         12.580   0.000  0.004   12.580   12.582   12.584   12.585
mu[642]         12.809   0.000  0.006   12.809   12.812   12.814   12.817
mu[643]         12.511   0.000  0.007   12.511   12.514   12.517   12.521
mu[644]         12.342   0.000  0.008   12.342   12.345   12.349   12.352
mu[645]         12.335   0.000  0.004   12.335   12.337   12.338   12.340
mu[646]         11.937   0.000  0.005   11.937   11.939   11.942   11.944
mu[647]         11.936   0.000  0.007   11.936   11.939   11.942   11.945
mu[648]         12.050   0.000  0.007   12.050   12.053   12.056   12.059
mu[649]         12.378   0.000  0.007   12.378   12.381   12.384   12.387
mu[650]         12.428   0.000  0.004   12.428   12.429   12.431   12.433
mu[651]         12.526   0.000  0.012   12.526   12.532   12.537   12.542
mu[652]         12.454   0.000  0.006   12.454   12.457   12.460   12.463
mu[653]         12.478   0.000  0.007   12.478   12.481   12.484   12.487
mu[654]         12.504   0.000  0.005   12.504   12.506   12.509   12.511
mu[655]         12.534   0.000  0.004   12.534   12.536   12.538   12.539
mu[656]         12.487   0.000  0.005   12.487   12.489   12.491   12.493
mu[657]         12.516   0.000  0.004   12.516   12.518   12.520   12.522
mu[658]         12.524   0.000  0.004   12.524   12.526   12.528   12.530
mu[659]         12.565   0.000  0.004   12.565   12.567   12.568   12.570
mu[660]         12.359   0.000  0.008   12.359   12.363   12.366   12.370
mu[661]         12.001   0.000  0.007   12.001   12.005   12.007   12.011
mu[662]         12.122   0.000  0.011   12.122   12.127   12.132   12.136
mu[663]         12.118   0.000  0.004   12.118   12.120   12.121   12.123
mu[664]         12.439   0.000  0.009   12.439   12.443   12.446   12.451
mu[665]         12.736   0.000  0.006   12.736   12.739   12.741   12.743
mu[666]         12.204   0.000  0.004   12.204   12.206   12.208   12.210
mu[667]         12.424   0.000  0.005   12.424   12.426   12.428   12.431
mu[668]         12.057   0.000  0.005   12.057   12.059   12.061   12.064
mu[669]         11.884   0.000  0.007   11.884   11.887   11.890   11.894
mu[670]         12.080   0.000  0.005   12.079   12.082   12.084   12.086
mu[671]         12.378   0.000  0.005   12.378   12.380   12.383   12.385
mu[672]         12.140   0.000  0.004   12.140   12.142   12.144   12.145
mu[673]         11.861   0.000  0.005   11.861   11.863   11.865   11.868
mu[674]         11.917   0.000  0.007   11.917   11.920   11.923   11.926
mu[675]         11.780   0.000  0.005   11.780   11.782   11.784   11.787
mu[676]         11.906   0.000  0.004   11.906   11.908   11.910   11.912
mu[677]         12.063   0.000  0.006   12.062   12.065   12.068   12.070
mu[678]         11.535   0.000  0.005   11.535   11.537   11.539   11.542
mu[679]         11.517   0.000  0.004   11.517   11.519   11.521   11.523
mu[680]         11.105   0.000  0.005   11.105   11.107   11.109   11.112
mu[681]         10.905   0.000  0.004   10.905   10.907   10.909   10.911
mu[682]         11.243   0.000  0.004   11.242   11.244   11.246   11.248
mu[683]         11.507   0.000  0.004   11.507   11.508   11.510   11.512
mu[684]         11.250   0.000  0.011   11.250   11.254   11.259   11.263
mu[685]         11.029   0.000  0.004   11.029   11.031   11.033   11.035
mu[686]         10.880   0.000  0.004   10.880   10.881   10.883   10.885
mu[687]         10.613   0.000  0.006   10.613   10.615   10.618   10.620
mu[688]         10.960   0.000  0.005   10.960   10.963   10.965   10.967
mu[689]         10.770   0.000  0.005   10.770   10.772   10.774   10.776
mu[690]         10.906   0.000  0.010   10.906   10.911   10.915   10.919
mu[691]         10.899   0.000  0.008   10.899   10.903   10.906   10.910
mu[692]         11.003   0.000  0.005   11.003   11.005   11.007   11.009
mu[693]         10.680   0.000  0.006   10.680   10.683   10.685   10.688
mu[694]         10.665   0.000  0.005   10.665   10.668   10.670   10.672
mu[695]         10.599   0.000  0.005   10.599   10.601   10.603   10.605
mu[696]         10.467   0.000  0.004   10.467   10.469   10.470   10.472
mu[697]         10.326   0.000  0.005   10.326   10.328   10.330   10.333
mu[698]         10.159   0.000  0.006   10.159   10.161   10.163   10.166
mu[699]         10.440   0.000  0.018   10.440   10.448   10.455   10.462
mu[700]         11.139   0.000  0.004   11.139   11.141   11.143   11.145
mu[701]         11.030   0.000  0.004   11.030   11.032   11.034   11.036
mu[702]         10.866   0.000  0.005   10.866   10.868   10.870   10.873
mu[703]         10.934   0.000  0.005   10.934   10.936   10.938   10.941
mu[704]         10.880   0.000  0.005   10.880   10.882   10.884   10.886
mu[705]         10.856   0.000  0.005   10.856   10.858   10.860   10.862
mu[706]         10.753   0.000  0.005   10.753   10.755   10.758   10.760
mu[707]         10.976   0.000  0.006   10.976   10.978   10.981   10.983
mu[708]         10.905   0.000  0.005   10.905   10.907   10.909   10.912
mu[709]         10.746   0.000  0.005   10.746   10.748   10.750   10.753
mu[710]         10.762   0.000  0.006   10.762   10.765   10.767   10.770
mu[711]         10.598   0.000  0.008   10.598   10.601   10.604   10.608
mu[712]         10.456   0.000  0.005   10.456   10.458   10.460   10.463
mu[713]         10.248   0.000  0.006   10.248   10.251   10.253   10.256
mu[714]         10.138   0.000  0.004   10.138   10.140   10.142   10.144
mu[715]         10.017   0.000  0.005   10.018   10.020   10.022   10.024
mu[716]         10.105   0.000  0.004   10.105   10.107   10.109   10.111
mu[717]          9.800   0.000  0.006    9.800    9.802    9.805    9.807
mu[718]          9.681   0.000  0.005    9.681    9.683    9.685    9.688
mu[719]         10.043   0.000  0.007   10.043   10.046   10.049   10.052
mu[720]         10.092   0.000  0.008   10.092   10.095   10.098   10.102
mu[721]         10.473   0.000  0.009   10.473   10.477   10.481   10.485
mu[722]          9.759   0.000  0.011    9.759    9.764    9.769    9.774
mu[723]         10.154   0.000  0.004   10.154   10.156   10.158   10.160
mu[724]         10.471   0.000  0.004   10.471   10.473   10.475   10.477
mu[725]         10.552   0.000  0.008   10.552   10.555   10.558   10.562
mu[726]         10.662   0.000  0.009   10.662   10.666   10.670   10.674
mu[727]         10.353   0.000  0.006   10.353   10.356   10.358   10.361
mu[728]         10.433   0.000  0.005   10.433   10.435   10.437   10.439
mu[729]         10.433   0.000  0.005   10.433   10.436   10.438   10.440
mu[730]         10.621   0.000  0.006   10.621   10.624   10.626   10.629
mu[731]         10.602   0.000  0.005   10.602   10.604   10.607   10.609
mu[732]         10.653   0.000  0.008   10.653   10.657   10.659   10.663
mu[733]         10.494   0.000  0.006   10.494   10.496   10.499   10.501
mu[734]         11.305   0.000  0.014   11.305   11.311   11.317   11.323
mu[735]         11.620   0.000  0.005   11.620   11.622   11.624   11.626
mu[736]         11.332   0.000  0.004   11.332   11.334   11.335   11.337
mu[737]         11.375   0.000  0.008   11.375   11.379   11.382   11.386
mu[738]         11.482   0.000  0.004   11.482   11.484   11.486   11.488
mu[739]         11.386   0.000  0.006   11.386   11.388   11.391   11.393
mu[740]         11.727   0.000  0.006   11.727   11.730   11.732   11.735
mu[741]         11.612   0.000  0.008   11.612   11.616   11.619   11.622
mu[742]         11.750   0.000  0.006   11.751   11.753   11.756   11.758
mu[743]         11.768   0.000  0.004   11.768   11.770   11.772   11.774
mu[744]         11.561   0.000  0.008   11.561   11.565   11.568   11.572
mu[745]         11.643   0.000  0.006   11.643   11.646   11.648   11.651
mu[746]         11.344   0.000  0.006   11.344   11.347   11.349   11.352
mu[747]         10.937   0.000  0.006   10.938   10.940   10.943   10.946
mu[748]         11.061   0.000  0.006   11.061   11.063   11.065   11.068
mu[749]         11.205   0.000  0.004   11.205   11.207   11.209   11.210
mu[750]         11.248   0.000  0.004   11.248   11.250   11.252   11.254
mu[751]         10.852   0.000  0.005   10.852   10.854   10.856   10.858
mu[752]         10.764   0.000  0.004   10.765   10.767   10.768   10.770
mu[753]         10.989   0.000  0.005   10.989   10.991   10.993   10.995
mu[754]         11.286   0.000  0.012   11.286   11.292   11.296   11.301
mu[755]         11.551   0.000  0.005   11.551   11.553   11.555   11.557
mu[756]         11.214   0.000  0.006   11.214   11.216   11.219   11.222
mu[757]         10.614   0.000  0.006   10.614   10.617   10.619   10.621
mu[758]         10.487   0.000  0.006   10.487   10.490   10.492   10.495
mu[759]         10.718   0.000  0.005   10.718   10.720   10.722   10.725
mu[760]         10.441   0.000  0.006   10.441   10.443   10.446   10.448
mu[761]         10.571   0.000  0.005   10.571   10.573   10.575   10.577
mu[762]         10.987   0.000  0.010   10.987   10.992   10.997   11.001
mu[763]         10.503   0.000  0.006   10.503   10.506   10.508   10.511
mu[764]         10.448   0.000  0.004   10.448   10.450   10.452   10.454
mu[765]         10.203   0.000  0.006   10.203   10.205   10.208   10.210
mu[766]         10.326   0.000  0.006   10.326   10.328   10.331   10.333
mu[767]         10.123   0.000  0.009   10.123   10.126   10.130   10.134
mu[768]         10.300   0.000  0.004   10.300   10.302   10.304   10.306
mu[769]         10.267   0.000  0.004   10.267   10.269   10.271   10.273
mu[770]         10.093   0.000  0.005   10.093   10.095   10.097   10.099
mu[771]         10.254   0.000  0.006   10.254   10.257   10.260   10.262
mu[772]         10.221   0.000  0.005   10.221   10.223   10.225   10.227
mu[773]         10.212   0.000  0.005   10.212   10.214   10.216   10.218
mu[774]         10.811   0.000  0.006   10.811   10.814   10.817   10.819
mu[775]         10.622   0.000  0.006   10.622   10.625   10.627   10.630
mu[776]         10.299   0.000  0.006   10.299   10.301   10.304   10.306
mu[777]         10.176   0.000  0.007   10.176   10.179   10.182   10.186
mu[778]          9.874   0.000  0.005    9.874    9.876    9.878    9.880
mu[779]         10.391   0.000  0.009   10.391   10.395   10.399   10.403
mu[780]         10.281   0.000  0.008   10.281   10.284   10.287   10.290
mu[781]         10.005   0.000  0.005   10.005   10.007   10.009   10.012
mu[782]         10.140   0.000  0.004   10.140   10.142   10.144   10.146
mu[783]          9.921   0.000  0.007    9.921    9.924    9.926    9.930
mu[784]          9.900   0.000  0.006    9.900    9.902    9.905    9.907
mu[785]          9.657   0.000  0.005    9.657    9.660    9.662    9.664
mu[786]          9.618   0.000  0.007    9.618    9.621    9.624    9.627
mu[787]          9.558   0.000  0.006    9.558    9.561    9.563    9.566
mu[788]         10.010   0.000  0.008   10.010   10.013   10.016   10.020
mu[789]         10.480   0.000  0.005   10.480   10.482   10.484   10.486
mu[790]         10.300   0.000  0.005   10.300   10.302   10.304   10.306
mu[791]         10.047   0.000  0.006   10.047   10.049   10.052   10.055
mu[792]         10.101   0.000  0.005   10.101   10.104   10.106   10.108
mu[793]         10.020   0.000  0.006   10.020   10.023   10.025   10.028
mu[794]         10.586   0.000  0.006   10.586   10.588   10.591   10.593
mu[795]         10.464   0.000  0.007   10.464   10.467   10.470   10.473
mu[796]         10.173   0.000  0.007   10.173   10.176   10.178   10.181
mu[797]         10.040   0.000  0.008   10.040   10.043   10.046   10.050
mu[798]         10.338   0.000  0.010   10.338   10.342   10.346   10.350
mu[799]         10.450   0.000  0.007   10.451   10.453   10.456   10.459
mu[800]         10.343   0.000  0.005   10.343   10.345   10.347   10.349
mu[801]         10.358   0.000  0.004   10.358   10.360   10.361   10.363
mu[802]          9.884   0.000  0.005    9.883    9.886    9.888    9.891
mu[803]          9.940   0.000  0.006    9.940    9.943    9.945    9.948
mu[804]         10.364   0.000  0.005   10.364   10.367   10.369   10.371
mu[805]         10.210   0.000  0.005   10.210   10.213   10.215   10.217
mu[806]         10.256   0.000  0.008   10.256   10.259   10.262   10.266
mu[807]         10.321   0.000  0.005   10.321   10.323   10.325   10.327
mu[808]         10.256   0.000  0.004   10.256   10.258   10.260   10.262
mu[809]         10.216   0.000  0.006   10.216   10.219   10.221   10.224
mu[810]         10.591   0.000  0.006   10.591   10.593   10.595   10.598
mu[811]         10.015   0.000  0.007   10.015   10.018   10.021   10.025
mu[812]          9.550   0.000  0.005    9.550    9.552    9.554    9.556
mu[813]          9.822   0.000  0.006    9.822    9.825    9.827    9.830
mu[814]         10.147   0.000  0.006   10.146   10.149   10.152   10.155
mu[815]          9.865   0.000  0.006    9.865    9.868    9.870    9.872
mu[816]         10.124   0.000  0.005   10.124   10.127   10.129   10.131
mu[817]          9.661   0.000  0.010    9.661    9.665    9.669    9.673
mu[818]          9.606   0.000  0.005    9.606    9.608    9.610    9.613
mu[819]          9.635   0.000  0.005    9.635    9.637    9.639    9.641
mu[820]          9.464   0.000  0.005    9.464    9.466    9.469    9.471
mu[821]          9.416   0.000  0.009    9.417    9.420    9.424    9.428
mu[822]          9.669   0.000  0.005    9.669    9.671    9.673    9.676
mu[823]          9.615   0.000  0.005    9.615    9.617    9.620    9.622
mu[824]          9.466   0.000  0.006    9.466    9.468    9.471    9.473
mu[825]          9.253   0.000  0.005    9.253    9.255    9.257    9.260
mu[826]          9.736   0.000  0.005    9.736    9.738    9.740    9.742
mu[827]          9.780   0.000  0.006    9.780    9.782    9.785    9.787
mu[828]          9.520   0.000  0.005    9.520    9.522    9.524    9.526
mu[829]          9.491   0.000  0.005    9.491    9.493    9.496    9.498
mu[830]          9.668   0.000  0.005    9.668    9.670    9.672    9.675
mu[831]          9.654   0.000  0.005    9.654    9.656    9.658    9.660
mu[832]          9.888   0.000  0.008    9.888    9.892    9.895    9.898
mu[833]          9.855   0.000  0.005    9.854    9.857    9.858    9.860
mu[834]          9.998   0.000  0.005    9.998   10.000   10.002   10.004
mu[835]         10.104   0.000  0.008   10.103   10.107   10.110   10.113
mu[836]         10.120   0.000  0.005   10.120   10.122   10.124   10.126
mu[837]         10.177   0.000  0.008   10.177   10.180   10.183   10.187
mu[838]         10.062   0.000  0.004   10.062   10.064   10.065   10.067
mu[839]          9.843   0.000  0.005    9.843    9.845    9.847    9.849
mu[840]          9.827   0.000  0.006    9.827    9.830    9.832    9.835
mu[841]         10.115   0.000  0.011   10.115   10.120   10.124   10.129
mu[842]         11.548   0.000  0.012   11.548   11.554   11.559   11.564
mu[843]         11.210   0.000  0.010   11.210   11.214   11.218   11.223
mu[844]         11.430   0.000  0.008   11.430   11.433   11.436   11.440
mu[845]         11.343   0.000  0.008   11.343   11.347   11.351   11.354
mu[846]         11.570   0.000  0.006   11.570   11.573   11.575   11.578
mu[847]         11.931   0.000  0.010   11.931   11.936   11.940   11.944
mu[848]         11.929   0.000  0.004   11.929   11.931   11.933   11.935
mu[849]         11.742   0.000  0.004   11.742   11.744   11.746   11.747
mu[850]         11.916   0.000  0.005   11.916   11.918   11.920   11.923
mu[851]         11.992   0.000  0.008   11.992   11.995   11.998   12.002
mu[852]         12.125   0.000  0.007   12.125   12.128   12.131   12.134
mu[853]         11.999   0.000  0.004   11.999   12.001   12.003   12.004
mu[854]         12.105   0.000  0.004   12.105   12.107   12.109   12.111
mu[855]         12.013   0.000  0.004   12.013   12.015   12.017   12.018
mu[856]         12.048   0.000  0.006   12.048   12.050   12.053   12.055
mu[857]         12.032   0.000  0.007   12.032   12.035   12.038   12.041
mu[858]         12.517   0.000  0.010   12.517   12.521   12.525   12.529
mu[859]         11.991   0.000  0.009   11.991   11.995   11.998   12.002
mu[860]         12.046   0.000  0.005   12.046   12.048   12.051   12.053
mu[861]         12.012   0.000  0.005   12.012   12.015   12.017   12.019
mu[862]         12.272   0.000  0.007   12.272   12.275   12.278   12.281
mu[863]         12.290   0.000  0.006   12.290   12.292   12.295   12.297
mu[864]         12.192   0.000  0.005   12.192   12.194   12.196   12.198
mu[865]         11.610   0.000  0.011   11.610   11.614   11.619   11.623
mu[866]         11.882   0.000  0.006   11.882   11.885   11.887   11.890
mu[867]         12.160   0.000  0.007   12.160   12.164   12.167   12.170
mu[868]         12.093   0.000  0.008   12.093   12.096   12.099   12.103
mu[869]         11.738   0.000  0.005   11.738   11.740   11.742   11.745
mu[870]         11.807   0.000  0.006   11.807   11.810   11.813   11.815
mu[871]         12.588   0.000  0.006   12.588   12.591   12.593   12.596
mu[872]         12.604   0.000  0.005   12.604   12.606   12.608   12.610
mu[873]         12.567   0.000  0.004   12.567   12.569   12.570   12.572
mu[874]         12.727   0.000  0.005   12.727   12.729   12.731   12.733
mu[875]         12.488   0.000  0.004   12.488   12.490   12.491   12.493
mu[876]         12.450   0.000  0.005   12.450   12.453   12.455   12.457
mu[877]         12.345   0.000  0.004   12.345   12.347   12.349   12.350
mu[878]         12.387   0.000  0.004   12.387   12.389   12.390   12.392
mu[879]         12.357   0.000  0.005   12.357   12.359   12.361   12.363
mu[880]         12.163   0.000  0.004   12.163   12.165   12.166   12.168
mu[881]         11.873   0.000  0.005   11.873   11.876   11.878   11.880
mu[882]         12.003   0.000  0.005   12.003   12.006   12.008   12.010
mu[883]         11.841   0.000  0.005   11.841   11.843   11.844   11.846
mu[884]         11.872   0.000  0.004   11.872   11.874   11.876   11.878
mu[885]         11.815   0.000  0.009   11.815   11.819   11.822   11.827
mu[886]         11.900   0.000  0.005   11.900   11.902   11.904   11.906
mu[887]         11.760   0.000  0.004   11.760   11.762   11.764   11.766
mu[888]         12.009   0.000  0.005   12.009   12.011   12.013   12.015
mu[889]         11.730   0.000  0.004   11.730   11.732   11.734   11.736
mu[890]         11.445   0.000  0.008   11.445   11.448   11.452   11.455
mu[891]         11.507   0.000  0.006   11.507   11.510   11.512   11.515
mu[892]         11.281   0.000  0.005   11.281   11.283   11.285   11.287
mu[893]         11.000   0.000  0.008   11.000   11.004   11.007   11.011
mu[894]         10.416   0.000  0.006   10.416   10.419   10.421   10.424
mu[895]         10.108   0.000  0.004   10.108   10.110   10.111   10.113
mu[896]          9.889   0.000  0.006    9.889    9.892    9.894    9.897
mu[897]          9.929   0.000  0.005    9.929    9.931    9.934    9.936
mu[898]          9.635   0.000  0.007    9.635    9.638    9.640    9.643
mu[899]          9.786   0.000  0.005    9.786    9.788    9.790    9.792
mu[900]          9.748   0.000  0.006    9.749    9.751    9.754    9.756
mu[901]          9.649   0.000  0.007    9.649    9.652    9.655    9.658
mu[902]          9.723   0.000  0.006    9.723    9.726    9.728    9.731
mu[903]          9.855   0.000  0.006    9.855    9.858    9.860    9.863
mu[904]          9.832   0.000  0.005    9.832    9.834    9.836    9.838
mu[905]          9.711   0.000  0.006    9.711    9.714    9.716    9.719
mu[906]          9.990   0.000  0.007    9.990    9.994    9.997   10.000
mu[907]          9.616   0.000  0.006    9.616    9.618    9.621    9.623
mu[908]          9.580   0.000  0.006    9.580    9.582    9.585    9.588
mu[909]          9.336   0.000  0.007    9.336    9.339    9.342    9.345
mu[910]          9.344   0.000  0.006    9.344    9.347    9.349    9.351
mu[911]          9.314   0.000  0.005    9.314    9.317    9.319    9.321
mu[912]          9.768   0.000  0.007    9.768    9.771    9.774    9.777
mu[913]          9.542   0.000  0.006    9.542    9.544    9.546    9.549
mu[914]          9.255   0.000  0.009    9.255    9.259    9.262    9.266
mu[915]          9.698   0.000  0.006    9.698    9.701    9.704    9.706
mu[916]          9.555   0.000  0.006    9.555    9.558    9.560    9.563
mu[917]          9.503   0.000  0.005    9.503    9.505    9.507    9.509
mu[918]          9.375   0.000  0.005    9.374    9.377    9.379    9.381
mu[919]          9.375   0.000  0.005    9.375    9.377    9.380    9.382
mu[920]          9.032   0.000  0.007    9.033    9.036    9.038    9.041
mu[921]          9.187   0.000  0.006    9.187    9.190    9.192    9.195
mu[922]          8.984   0.000  0.006    8.984    8.986    8.989    8.991
mu[923]          9.013   0.000  0.008    9.013    9.016    9.019    9.023
mu[924]          9.284   0.000  0.007    9.284    9.287    9.290    9.293
mu[925]          9.268   0.000  0.006    9.268    9.271    9.273    9.275
mu[926]          9.228   0.000  0.005    9.228    9.230    9.232    9.234
mu[927]          9.267   0.000  0.006    9.267    9.270    9.273    9.275
mu[928]          9.556   0.000  0.005    9.556    9.558    9.560    9.562
mu[929]          9.290   0.000  0.006    9.290    9.293    9.295    9.298
mu[930]          9.850   0.000  0.012    9.851    9.856    9.860    9.865
mu[931]          9.897   0.000  0.005    9.897    9.899    9.901    9.904
mu[932]          9.759   0.000  0.006    9.759    9.761    9.764    9.766
mu[933]          9.566   0.000  0.005    9.566    9.568    9.570    9.573
mu[934]          9.420   0.000  0.006    9.420    9.423    9.425    9.428
mu[935]          9.417   0.000  0.006    9.417    9.420    9.422    9.425
mu[936]          9.730   0.000  0.010    9.731    9.735    9.739    9.743
mu[937]          9.887   0.000  0.006    9.887    9.890    9.892    9.895
mu[938]          9.544   0.000  0.005    9.544    9.546    9.548    9.550
mu[939]          9.541   0.000  0.007    9.541    9.543    9.546    9.549
mu[940]          9.391   0.000  0.006    9.391    9.393    9.396    9.399
mu[941]          9.374   0.000  0.005    9.374    9.377    9.379    9.381
mu[942]          9.355   0.000  0.005    9.355    9.357    9.359    9.361
mu[943]          9.541   0.000  0.007    9.541    9.544    9.547    9.550
mu[944]          9.196   0.000  0.006    9.196    9.198    9.200    9.203
mu[945]          9.199   0.000  0.009    9.199    9.203    9.206    9.210
mu[946]          9.208   0.000  0.006    9.208    9.210    9.213    9.216
mu[947]          8.826   0.000  0.007    8.826    8.829    8.832    8.835
mu[948]          8.777   0.000  0.005    8.777    8.780    8.782    8.784
mu[949]          8.458   0.000  0.008    8.458    8.462    8.465    8.469
mu[950]          8.271   0.000  0.006    8.271    8.273    8.276    8.278
mu[951]          8.134   0.000  0.009    8.134    8.138    8.141    8.145
mu[952]          8.478   0.000  0.009    8.478    8.482    8.485    8.489
mu[953]          8.169   0.000  0.015    8.169    8.176    8.182    8.189
mu[954]          8.445   0.000  0.008    8.445    8.449    8.452    8.456
mu[955]          8.492   0.000  0.007    8.492    8.495    8.498    8.501
mu[956]          8.440   0.000  0.010    8.440    8.444    8.448    8.452
mu[957]          8.385   0.000  0.007    8.385    8.387    8.390    8.393
mu[958]          8.365   0.000  0.007    8.365    8.368    8.371    8.374
mu[959]          8.214   0.000  0.006    8.213    8.216    8.219    8.222
mu[960]          8.556   0.000  0.006    8.556    8.559    8.562    8.564
mu[961]          8.997   0.000  0.008    8.997    9.001    9.004    9.008
mu[962]          8.688   0.000  0.006    8.688    8.691    8.693    8.696
mu[963]          8.738   0.000  0.007    8.738    8.741    8.744    8.747
mu[964]          8.614   0.000  0.006    8.614    8.616    8.619    8.621
mu[965]          9.142   0.000  0.008    9.142    9.145    9.149    9.152
mu[966]          9.176   0.000  0.005    9.176    9.178    9.180    9.182
mu[967]          9.308   0.000  0.006    9.308    9.311    9.313    9.316
mu[968]          9.296   0.000  0.006    9.296    9.299    9.301    9.304
mu[969]          9.359   0.000  0.005    9.359    9.362    9.364    9.366
mu[970]          9.515   0.000  0.006    9.515    9.517    9.519    9.522
mu[971]          9.987   0.000  0.007    9.987    9.991    9.994    9.997
mu[972]         10.047   0.000  0.005   10.046   10.049   10.051   10.053
mu[973]         10.383   0.000  0.005   10.383   10.385   10.387   10.389
mu[974]         10.458   0.000  0.008   10.458   10.462   10.465   10.468
mu[975]         10.516   0.000  0.004   10.516   10.518   10.520   10.521
mu[976]         10.463   0.000  0.010   10.463   10.468   10.472   10.476
mu[977]         10.438   0.000  0.005   10.438   10.441   10.443   10.445
mu[978]         10.393   0.000  0.005   10.393   10.395   10.397   10.399
mu[979]         11.041   0.000  0.009   11.041   11.045   11.049   11.053
mu[980]         11.043   0.000  0.004   11.043   11.045   11.047   11.049
mu[981]         11.076   0.000  0.005   11.076   11.078   11.080   11.083
mu[982]         11.378   0.000  0.009   11.378   11.382   11.385   11.389
mu[983]         11.539   0.000  0.004   11.539   11.541   11.542   11.544
mu[984]         11.501   0.000  0.004   11.501   11.503   11.505   11.507
mu[985]         11.765   0.000  0.006   11.765   11.767   11.770   11.773
mu[986]         11.702   0.000  0.004   11.702   11.704   11.706   11.708
mu[987]         11.666   0.000  0.004   11.666   11.668   11.670   11.672
mu[988]         11.632   0.000  0.007   11.633   11.636   11.638   11.641
mu[989]         12.166   0.000  0.011   12.166   12.171   12.175   12.180
mu[990]         12.805   0.000  0.007   12.805   12.809   12.812   12.815
mu[991]         12.833   0.000  0.009   12.833   12.837   12.841   12.845
mu[992]         12.721   0.000  0.004   12.721   12.723   12.725   12.727
mu[993]         12.616   0.000  0.005   12.616   12.618   12.620   12.622
mu[994]         12.653   0.000  0.005   12.653   12.655   12.658   12.660
mu[995]         12.596   0.000  0.005   12.595   12.598   12.600   12.602
mu[996]         12.361   0.000  0.006   12.361   12.364   12.367   12.369
mu[997]         12.420   0.000  0.005   12.420   12.422   12.424   12.426
mu[998]         12.146   0.000  0.004   12.146   12.148   12.149   12.151
mu[999]         12.105   0.000  0.006   12.105   12.107   12.110   12.112
mu[1000]        12.277   0.000  0.005   12.277   12.279   12.281   12.283
mu[1001]        12.250   0.000  0.007   12.250   12.253   12.256   12.258
mu[1002]        11.833   0.000  0.006   11.833   11.835   11.838   11.840
mu[1003]        12.251   0.000  0.007   12.251   12.254   12.257   12.260
mu[1004]        12.023   0.000  0.004   12.023   12.025   12.026   12.028
mu[1005]        11.732   0.000  0.005   11.732   11.734   11.736   11.739
mu[1006]        11.729   0.000  0.008   11.729   11.733   11.736   11.740
mu[1007]        11.924   0.000  0.008   11.924   11.927   11.931   11.934
mu[1008]        11.612   0.000  0.010   11.611   11.616   11.620   11.624
mu[1009]        11.568   0.000  0.004   11.568   11.570   11.572   11.574
mu[1010]        11.466   0.000  0.004   11.466   11.468   11.469   11.471
mu[1011]        11.292   0.000  0.004   11.292   11.293   11.295   11.297
mu[1012]        10.552   0.000  0.020   10.552   10.561   10.569   10.578
mu[1013]        10.387   0.000  0.004   10.387   10.389   10.390   10.392
mu[1014]        10.429   0.000  0.005   10.429   10.431   10.433   10.435
mu[1015]        10.351   0.000  0.004   10.351   10.353   10.355   10.357
mu[1016]        10.269   0.000  0.005   10.269   10.271   10.274   10.276
mu[1017]        10.201   0.000  0.005   10.201   10.203   10.205   10.207
mu[1018]        10.274   0.000  0.012   10.274   10.279   10.284   10.290
mu[1019]        10.536   0.000  0.016   10.536   10.543   10.550   10.556
mu[1020]        10.788   0.000  0.007   10.788   10.791   10.794   10.797
mu[1021]        11.094   0.000  0.005   11.094   11.096   11.098   11.101
mu[1022]        11.074   0.000  0.005   11.074   11.077   11.078   11.081
mu[1023]        10.725   0.000  0.005   10.725   10.727   10.729   10.731
mu[1024]        10.795   0.000  0.005   10.795   10.797   10.799   10.801
mu[1025]        11.306   0.000  0.006   11.306   11.308   11.311   11.313
mu[1026]        10.700   0.000  0.012   10.700   10.706   10.711   10.716
mu[1027]        10.703   0.000  0.005   10.703   10.706   10.707   10.710
mu[1028]        10.523   0.000  0.007   10.523   10.526   10.529   10.532
mu[1029]        10.671   0.000  0.008   10.671   10.674   10.677   10.681
mu[1030]        10.573   0.000  0.007   10.573   10.576   10.579   10.582
mu[1031]        10.482   0.000  0.005   10.482   10.484   10.486   10.488
mu[1032]        10.577   0.000  0.005   10.577   10.579   10.581   10.583
mu[1033]        10.698   0.000  0.007   10.698   10.701   10.704   10.707
mu[1034]        10.771   0.000  0.004   10.771   10.773   10.774   10.776
mu[1035]        10.719   0.000  0.005   10.719   10.721   10.724   10.726
mu[1036]        10.652   0.000  0.004   10.652   10.654   10.656   10.658
mu[1037]        10.861   0.000  0.005   10.861   10.863   10.865   10.867
mu[1038]        11.290   0.000  0.009   11.290   11.294   11.298   11.302
mu[1039]        11.468   0.000  0.005   11.467   11.470   11.472   11.474
mu[1040]        11.454   0.000  0.005   11.454   11.456   11.458   11.461
mu[1041]        11.321   0.000  0.005   11.321   11.323   11.325   11.327
mu[1042]        10.928   0.000  0.006   10.928   10.931   10.933   10.936
mu[1043]        10.887   0.000  0.004   10.887   10.889   10.891   10.893
mu[1044]        10.736   0.000  0.006   10.736   10.739   10.741   10.744
mu[1045]        10.969   0.000  0.010   10.969   10.974   10.978   10.982
mu[1046]        10.808   0.000  0.004   10.808   10.810   10.812   10.814
mu[1047]        10.693   0.000  0.007   10.693   10.696   10.699   10.702
mu[1048]        10.674   0.000  0.005   10.674   10.676   10.678   10.680
mu[1049]        10.589   0.000  0.005   10.589   10.591   10.593   10.595
mu[1050]        10.586   0.000  0.005   10.586   10.588   10.590   10.592
mu[1051]        10.805   0.000  0.005   10.805   10.807   10.810   10.812
mu[1052]        10.576   0.000  0.005   10.576   10.578   10.580   10.582
mu[1053]        10.225   0.000  0.005   10.225   10.227   10.229   10.232
mu[1054]        10.162   0.000  0.007   10.162   10.165   10.167   10.170
mu[1055]        10.127   0.000  0.005   10.127   10.129   10.131   10.133
mu[1056]         9.869   0.000  0.008    9.869    9.873    9.876    9.879
mu[1057]        10.072   0.000  0.007   10.072   10.075   10.078   10.081
mu[1058]        10.049   0.000  0.005   10.049   10.052   10.054   10.056
mu[1059]         9.731   0.000  0.005    9.731    9.733    9.735    9.737
mu[1060]         9.406   0.000  0.007    9.406    9.409    9.412    9.415
mu[1061]         8.775   0.000  0.007    8.775    8.778    8.781    8.783
mu[1062]         8.617   0.000  0.008    8.617    8.621    8.624    8.627
mu[1063]         8.896   0.000  0.006    8.896    8.899    8.901    8.903
mu[1064]         9.218   0.000  0.009    9.218    9.222    9.225    9.229
mu[1065]         9.184   0.000  0.005    9.184    9.186    9.188    9.191
mu[1066]         8.733   0.000  0.006    8.733    8.736    8.738    8.741
mu[1067]         8.710   0.000  0.005    8.710    8.712    8.715    8.717
mu[1068]         9.454   0.000  0.016    9.453    9.461    9.467    9.474
mu[1069]         9.440   0.000  0.005    9.440    9.443    9.445    9.447
mu[1070]         9.528   0.000  0.006    9.528    9.531    9.534    9.536
mu[1071]         9.421   0.000  0.006    9.421    9.424    9.427    9.429
mu[1072]         8.967   0.000  0.007    8.968    8.971    8.973    8.976
mu[1073]         8.782   0.000  0.005    8.782    8.784    8.786    8.789
mu[1074]         8.965   0.000  0.006    8.965    8.968    8.970    8.973
mu[1075]         9.087   0.000  0.008    9.087    9.090    9.093    9.097
mu[1076]         9.467   0.000  0.008    9.467    9.471    9.474    9.477
mu[1077]         9.327   0.000  0.006    9.327    9.329    9.331    9.334
mu[1078]         9.060   0.000  0.006    9.060    9.062    9.065    9.067
mu[1079]         8.978   0.000  0.007    8.978    8.982    8.984    8.987
mu[1080]         8.638   0.000  0.007    8.638    8.641    8.644    8.647
mu[1081]         8.881   0.000  0.005    8.881    8.883    8.885    8.887
mu[1082]         8.872   0.000  0.005    8.872    8.875    8.877    8.879
mu[1083]         9.104   0.000  0.009    9.104    9.108    9.112    9.116
mu[1084]         9.113   0.000  0.006    9.113    9.116    9.118    9.120
mu[1085]         8.928   0.000  0.006    8.928    8.930    8.933    8.935
mu[1086]         8.850   0.000  0.007    8.850    8.853    8.856    8.860
mu[1087]         8.679   0.000  0.006    8.679    8.682    8.684    8.687
mu[1088]         8.561   0.000  0.007    8.561    8.564    8.567    8.570
mu[1089]         8.682   0.000  0.007    8.682    8.686    8.689    8.692
mu[1090]         8.473   0.000  0.006    8.473    8.476    8.478    8.481
mu[1091]         8.057   0.000  0.011    8.057    8.062    8.066    8.071
mu[1092]         7.777   0.000  0.009    7.777    7.781    7.785    7.788
mu[1093]         7.853   0.000  0.007    7.853    7.856    7.859    7.862
mu[1094]         7.791   0.000  0.006    7.791    7.794    7.796    7.799
mu[1095]         8.855   0.000  0.012    8.855    8.861    8.866    8.871
mu[1096]         8.996   0.000  0.007    8.996    8.999    9.002    9.005
mu[1097]         9.036   0.000  0.025    9.036    9.048    9.057    9.069
mu[1098]         8.897   0.000  0.006    8.897    8.899    8.902    8.905
mu[1099]         8.876   0.000  0.006    8.876    8.878    8.881    8.883
mu[1100]         8.763   0.000  0.007    8.763    8.766    8.769    8.772
mu[1101]         8.809   0.000  0.006    8.809    8.811    8.814    8.816
mu[1102]         8.760   0.000  0.008    8.760    8.764    8.768    8.771
mu[1103]         8.554   0.000  0.006    8.554    8.557    8.559    8.562
mu[1104]         8.566   0.000  0.008    8.566    8.570    8.573    8.576
mu[1105]         8.591   0.000  0.007    8.591    8.594    8.597    8.600
mu[1106]         8.405   0.000  0.006    8.405    8.408    8.410    8.413
mu[1107]         8.561   0.000  0.008    8.561    8.565    8.568    8.571
mu[1108]         8.394   0.000  0.006    8.394    8.397    8.399    8.402
mu[1109]         8.619   0.000  0.006    8.619    8.621    8.623    8.626
mu[1110]         9.000   0.000  0.006    9.000    9.002    9.004    9.007
mu[1111]         8.992   0.000  0.006    8.992    8.994    8.997    8.999
mu[1112]         8.772   0.000  0.006    8.772    8.775    8.777    8.780
mu[1113]         8.905   0.000  0.006    8.905    8.907    8.910    8.912
mu[1114]         8.821   0.000  0.008    8.821    8.825    8.828    8.831
mu[1115]         8.700   0.000  0.006    8.700    8.702    8.705    8.707
mu[1116]         8.910   0.000  0.006    8.910    8.913    8.915    8.918
mu[1117]         9.353   0.000  0.007    9.353    9.357    9.360    9.363
mu[1118]         8.559   0.000  0.015    8.559    8.566    8.572    8.579
mu[1119]         8.651   0.000  0.012    8.651    8.656    8.661    8.666
mu[1120]         8.442   0.000  0.006    8.442    8.444    8.447    8.449
mu[1121]         8.290   0.000  0.008    8.290    8.294    8.297    8.301
mu[1122]         8.681   0.000  0.006    8.681    8.684    8.686    8.689
mu[1123]         8.652   0.000  0.006    8.652    8.655    8.657    8.660
mu[1124]         8.531   0.000  0.006    8.531    8.534    8.537    8.539
mu[1125]         9.312   0.000  0.008    9.313    9.316    9.320    9.323
mu[1126]         9.285   0.000  0.008    9.285    9.289    9.292    9.296
mu[1127]         9.404   0.000  0.008    9.404    9.407    9.410    9.414
mu[1128]         9.353   0.000  0.006    9.353    9.356    9.358    9.361
mu[1129]         9.475   0.000  0.005    9.475    9.477    9.479    9.481
mu[1130]         9.487   0.000  0.005    9.487    9.489    9.492    9.494
mu[1131]         9.581   0.000  0.007    9.581    9.584    9.587    9.589
mu[1132]         9.406   0.000  0.005    9.406    9.409    9.411    9.413
mu[1133]         9.039   0.000  0.008    9.039    9.042    9.046    9.049
mu[1134]         9.084   0.000  0.006    9.084    9.087    9.089    9.091
mu[1135]         9.444   0.000  0.006    9.444    9.447    9.449    9.452
mu[1136]         9.486   0.000  0.005    9.486    9.488    9.490    9.493
mu[1137]         9.588   0.000  0.006    9.588    9.591    9.593    9.596
mu[1138]         9.539   0.000  0.005    9.539    9.541    9.543    9.546
mu[1139]         9.502   0.000  0.005    9.502    9.504    9.507    9.509
mu[1140]         9.364   0.000  0.006    9.364    9.367    9.369    9.372
mu[1141]         9.308   0.000  0.007    9.308    9.311    9.314    9.317
mu[1142]         9.201   0.000  0.005    9.201    9.203    9.206    9.208
mu[1143]         9.249   0.000  0.009    9.249    9.253    9.257    9.260
mu[1144]         9.287   0.000  0.006    9.287    9.289    9.292    9.294
mu[1145]         9.962   0.000  0.006    9.962    9.965    9.968    9.970
mu[1146]         9.876   0.000  0.007    9.876    9.879    9.882    9.885
mu[1147]        10.419   0.000  0.006   10.419   10.422   10.424   10.427
mu[1148]        10.004   0.000  0.006   10.004   10.007   10.009   10.012
mu[1149]        10.641   0.000  0.006   10.641   10.644   10.646   10.649
mu[1150]        10.403   0.000  0.005   10.403   10.405   10.407   10.409
mu[1151]        10.380   0.000  0.004   10.380   10.382   10.384   10.386
mu[1152]        10.318   0.000  0.004   10.318   10.320   10.322   10.324
mu[1153]        10.226   0.000  0.004   10.226   10.228   10.230   10.231
mu[1154]        10.508   0.000  0.004   10.508   10.510   10.512   10.514
mu[1155]        11.995   0.000  0.020   11.994   12.004   12.013   12.021
mu[1156]        11.222   0.000  0.009   11.222   11.226   11.230   11.235
mu[1157]        11.044   0.000  0.004   11.043   11.045   11.047   11.049
mu[1158]        11.170   0.000  0.006   11.170   11.173   11.175   11.177
mu[1159]        11.045   0.000  0.004   11.045   11.047   11.049   11.051
mu[1160]        10.982   0.000  0.005   10.982   10.984   10.986   10.988
mu[1161]        11.125   0.000  0.005   11.125   11.127   11.129   11.131
mu[1162]        10.966   0.000  0.004   10.966   10.968   10.970   10.972
mu[1163]        10.909   0.000  0.005   10.909   10.912   10.914   10.916
mu[1164]        10.989   0.000  0.006   10.989   10.992   10.995   10.998
mu[1165]        11.047   0.000  0.005   11.047   11.050   11.052   11.054
mu[1166]        11.042   0.000  0.004   11.041   11.044   11.045   11.047
mu[1167]        11.206   0.000  0.007   11.206   11.209   11.211   11.214
mu[1168]        10.851   0.000  0.004   10.851   10.853   10.855   10.857
mu[1169]        10.677   0.000  0.004   10.677   10.678   10.680   10.682
mu[1170]        10.562   0.000  0.008   10.562   10.565   10.568   10.571
mu[1171]        10.367   0.000  0.008   10.367   10.370   10.374   10.377
mu[1172]         9.946   0.000  0.007    9.946    9.949    9.952    9.955
mu[1173]        10.261   0.000  0.005   10.261   10.263   10.265   10.267
mu[1174]        10.152   0.000  0.004   10.152   10.154   10.156   10.158
mu[1175]        10.126   0.000  0.005   10.126   10.128   10.130   10.133
mu[1176]        10.191   0.000  0.005   10.191   10.193   10.195   10.198
mu[1177]         9.993   0.000  0.005    9.993    9.995    9.997    9.999
mu[1178]         9.469   0.000  0.013    9.469    9.475    9.480    9.486
mu[1179]         9.626   0.000  0.006    9.626    9.629    9.632    9.634
mu[1180]         9.712   0.000  0.006    9.712    9.715    9.717    9.720
mu[1181]         9.633   0.000  0.005    9.633    9.635    9.637    9.639
mu[1182]         9.571   0.000  0.005    9.571    9.573    9.575    9.577
mu[1183]         9.493   0.000  0.005    9.493    9.496    9.498    9.501
mu[1184]         9.971   0.000  0.006    9.971    9.973    9.976    9.978
mu[1185]        10.058   0.000  0.005   10.058   10.060   10.062   10.065
mu[1186]         9.933   0.000  0.007    9.933    9.936    9.939    9.942
mu[1187]         9.714   0.000  0.005    9.714    9.716    9.718    9.720
mu[1188]        10.213   0.000  0.007   10.213   10.216   10.219   10.222
mu[1189]        10.294   0.000  0.005   10.294   10.296   10.298   10.301
mu[1190]        10.064   0.000  0.005   10.064   10.066   10.068   10.070
mu[1191]        10.198   0.000  0.005   10.198   10.200   10.203   10.205
mu[1192]        10.026   0.000  0.005   10.026   10.028   10.030   10.033
mu[1193]        10.304   0.000  0.005   10.304   10.306   10.308   10.310
mu[1194]        10.445   0.000  0.005   10.445   10.448   10.450   10.452
mu[1195]        10.217   0.000  0.004   10.217   10.219   10.221   10.223
mu[1196]        11.379   0.000  0.009   11.379   11.383   11.386   11.390
mu[1197]        11.516   0.000  0.004   11.516   11.518   11.519   11.521
mu[1198]        11.303   0.000  0.004   11.303   11.305   11.307   11.308
mu[1199]        11.387   0.000  0.005   11.387   11.389   11.391   11.393
mu[1200]        11.487   0.000  0.004   11.487   11.489   11.491   11.493
mu[1201]        11.284   0.000  0.005   11.284   11.286   11.288   11.291
mu[1202]        11.103   0.000  0.004   11.103   11.105   11.107   11.109
mu[1203]        11.220   0.000  0.005   11.220   11.222   11.224   11.226
mu[1204]        11.022   0.000  0.004   11.022   11.024   11.026   11.028
mu[1205]        11.006   0.000  0.005   11.006   11.008   11.010   11.012
mu[1206]        11.054   0.000  0.005   11.054   11.057   11.059   11.061
mu[1207]        10.910   0.000  0.004   10.910   10.912   10.913   10.915
mu[1208]        10.862   0.000  0.004   10.862   10.864   10.866   10.867
mu[1209]        11.006   0.000  0.005   11.006   11.008   11.010   11.013
mu[1210]        10.954   0.000  0.004   10.954   10.956   10.957   10.959
mu[1211]        10.540   0.000  0.005   10.540   10.543   10.545   10.547
mu[1212]        10.646   0.000  0.008   10.646   10.649   10.653   10.656
mu[1213]        10.590   0.000  0.005   10.590   10.592   10.594   10.596
mu[1214]        10.578   0.000  0.004   10.578   10.580   10.582   10.584
mu[1215]        11.091   0.000  0.010   11.091   11.096   11.100   11.104
mu[1216]        11.064   0.000  0.006   11.064   11.067   11.069   11.072
mu[1217]        10.740   0.000  0.006   10.740   10.742   10.744   10.747
mu[1218]        10.695   0.000  0.004   10.695   10.696   10.698   10.700
mu[1219]         9.836   0.000  0.013    9.836    9.842    9.847    9.853
mu[1220]         9.530   0.000  0.008    9.530    9.533    9.536    9.540
mu[1221]        10.018   0.000  0.009   10.018   10.022   10.026   10.030
mu[1222]        10.430   0.000  0.009   10.430   10.434   10.438   10.442
mu[1223]         9.823   0.000  0.005    9.823    9.825    9.828    9.830
mu[1224]        10.019   0.000  0.005   10.019   10.021   10.023   10.025
mu[1225]         9.841   0.000  0.005    9.841    9.844    9.846    9.848
mu[1226]         9.916   0.000  0.005    9.916    9.918    9.920    9.922
mu[1227]        10.240   0.000  0.005   10.240   10.243   10.245   10.247
mu[1228]        10.269   0.000  0.004   10.269   10.271   10.273   10.275
mu[1229]        10.056   0.000  0.004   10.056   10.058   10.060   10.062
mu[1230]         9.934   0.000  0.006    9.934    9.937    9.940    9.942
mu[1231]         9.736   0.000  0.006    9.736    9.739    9.741    9.744
mu[1232]         9.695   0.000  0.005    9.695    9.697    9.700    9.702
mu[1233]         9.568   0.000  0.007    9.568    9.571    9.574    9.577
mu[1234]         9.532   0.000  0.007    9.532    9.535    9.538    9.541
mu[1235]         9.438   0.000  0.007    9.438    9.441    9.444    9.447
mu[1236]         9.244   0.000  0.005    9.244    9.247    9.249    9.251
mu[1237]         9.357   0.000  0.005    9.357    9.360    9.362    9.365
mu[1238]         9.072   0.000  0.011    9.072    9.077    9.082    9.087
mu[1239]         9.298   0.000  0.009    9.298    9.302    9.306    9.310
mu[1240]         9.093   0.000  0.007    9.093    9.096    9.098    9.101
mu[1241]         9.060   0.000  0.006    9.060    9.062    9.065    9.068
mu[1242]         9.240   0.000  0.005    9.240    9.242    9.244    9.246
mu[1243]         9.277   0.000  0.005    9.277    9.280    9.282    9.284
mu[1244]         8.993   0.000  0.006    8.993    8.996    8.998    9.001
mu[1245]         8.865   0.000  0.006    8.865    8.868    8.870    8.873
mu[1246]         9.076   0.000  0.010    9.076    9.080    9.084    9.088
mu[1247]         8.967   0.000  0.007    8.967    8.970    8.973    8.976
mu[1248]         8.755   0.000  0.007    8.755    8.758    8.761    8.764
mu[1249]         8.680   0.000  0.007    8.680    8.683    8.686    8.689
mu[1250]         8.445   0.000  0.006    8.444    8.447    8.450    8.453
mu[1251]         8.281   0.000  0.006    8.281    8.284    8.286    8.289
mu[1252]         8.292   0.000  0.007    8.292    8.296    8.299    8.302
mu[1253]         8.222   0.000  0.006    8.222    8.225    8.227    8.230
mu[1254]         8.416   0.000  0.006    8.416    8.419    8.421    8.424
mu[1255]         8.251   0.000  0.008    8.251    8.255    8.258    8.261
mu[1256]         8.294   0.000  0.007    8.294    8.297    8.300    8.303
mu[1257]         9.393   0.000  0.005    9.393    9.396    9.398    9.400
mu[1258]         9.565   0.000  0.006    9.565    9.567    9.570    9.572
mu[1259]         9.370   0.000  0.006    9.370    9.372    9.375    9.377
mu[1260]         9.465   0.000  0.005    9.465    9.467    9.470    9.472
mu[1261]         9.215   0.000  0.008    9.215    9.218    9.221    9.225
mu[1262]         8.789   0.000  0.007    8.789    8.792    8.795    8.798
mu[1263]         9.055   0.000  0.007    9.055    9.058    9.061    9.065
mu[1264]         9.338   0.000  0.007    9.338    9.342    9.345    9.348
mu[1265]         9.037   0.000  0.006    9.037    9.040    9.042    9.045
mu[1266]         8.845   0.000  0.006    8.845    8.848    8.850    8.853
mu[1267]         8.947   0.000  0.011    8.947    8.952    8.957    8.962
mu[1268]         8.851   0.000  0.006    8.851    8.854    8.856    8.859
mu[1269]         8.865   0.000  0.006    8.865    8.868    8.870    8.872
mu[1270]         9.080   0.000  0.007    9.080    9.084    9.087    9.090
mu[1271]         9.132   0.000  0.006    9.132    9.135    9.137    9.140
mu[1272]         9.161   0.000  0.006    9.161    9.163    9.165    9.168
mu[1273]         9.255   0.000  0.005    9.255    9.257    9.259    9.262
mu[1274]         9.392   0.000  0.006    9.392    9.394    9.397    9.400
mu[1275]         9.340   0.000  0.005    9.340    9.342    9.344    9.347
mu[1276]         9.379   0.000  0.005    9.379    9.381    9.383    9.385
mu[1277]         9.268   0.000  0.005    9.268    9.271    9.273    9.275
mu[1278]         9.218   0.000  0.005    9.218    9.220    9.222    9.225
mu[1279]         9.102   0.000  0.008    9.102    9.105    9.108    9.112
mu[1280]         8.671   0.000  0.008    8.671    8.675    8.678    8.681
mu[1281]         8.533   0.000  0.008    8.533    8.536    8.539    8.543
mu[1282]         8.866   0.000  0.010    8.866    8.871    8.875    8.879
mu[1283]         8.588   0.000  0.007    8.588    8.591    8.594    8.597
mu[1284]         8.445   0.000  0.009    8.445    8.449    8.452    8.456
mu[1285]         8.585   0.000  0.006    8.585    8.587    8.590    8.593
mu[1286]         8.217   0.000  0.007    8.217    8.219    8.222    8.225
mu[1287]         8.015   0.000  0.007    8.015    8.018    8.021    8.024
mu[1288]         9.180   0.000  0.010    9.180    9.185    9.189    9.193
mu[1289]         8.957   0.000  0.007    8.957    8.960    8.963    8.966
mu[1290]         8.920   0.000  0.007    8.920    8.923    8.926    8.929
mu[1291]         8.992   0.000  0.006    8.992    8.994    8.997    8.999
mu[1292]         8.830   0.000  0.006    8.830    8.833    8.835    8.838
mu[1293]         8.508   0.000  0.007    8.508    8.511    8.514    8.518
mu[1294]         8.447   0.000  0.010    8.447    8.451    8.455    8.460
mu[1295]         8.339   0.000  0.006    8.338    8.341    8.344    8.346
mu[1296]         8.172   0.000  0.007    8.171    8.174    8.177    8.180
mu[1297]         8.102   0.000  0.006    8.102    8.105    8.108    8.110
mu[1298]         8.090   0.000  0.007    8.090    8.093    8.096    8.099
mu[1299]         7.787   0.000  0.007    7.787    7.790    7.793    7.796
mu[1300]         7.987   0.000  0.008    7.987    7.990    7.994    7.997
mu[1301]         7.700   0.000  0.007    7.700    7.703    7.706    7.709
mu[1302]         7.876   0.000  0.008    7.876    7.879    7.882    7.886
mu[1303]         7.903   0.000  0.006    7.903    7.906    7.908    7.911
mu[1304]         7.929   0.000  0.006    7.928    7.931    7.934    7.937
mu[1305]         7.932   0.000  0.006    7.932    7.935    7.937    7.940
mu[1306]         8.267   0.000  0.013    8.267    8.273    8.278    8.284
mu[1307]         8.073   0.000  0.010    8.073    8.078    8.082    8.086
mu[1308]         8.007   0.000  0.008    8.007    8.011    8.014    8.018
mu[1309]         8.036   0.000  0.007    8.036    8.039    8.042    8.045
mu[1310]         8.309   0.000  0.008    8.309    8.313    8.316    8.320
mu[1311]         7.815   0.000  0.013    7.815    7.821    7.826    7.832
mu[1312]         8.392   0.000  0.007    8.392    8.395    8.398    8.401
mu[1313]         8.282   0.000  0.007    8.282    8.284    8.287    8.290
mu[1314]         8.392   0.000  0.010    8.392    8.397    8.401    8.405
mu[1315]         8.309   0.000  0.006    8.309    8.311    8.314    8.317
mu[1316]         8.227   0.000  0.007    8.227    8.230    8.233    8.236
mu[1317]         8.427   0.000  0.011    8.427    8.432    8.436    8.441
mu[1318]         8.424   0.000  0.006    8.424    8.427    8.429    8.432
mu[1319]         9.486   0.000  0.005    9.486    9.488    9.490    9.493
mu[1320]         9.692   0.000  0.006    9.692    9.695    9.698    9.701
mu[1321]         9.540   0.000  0.005    9.540    9.542    9.544    9.546
mu[1322]         9.633   0.000  0.005    9.633    9.635    9.638    9.640
mu[1323]         9.526   0.000  0.005    9.526    9.528    9.531    9.533
mu[1324]         9.592   0.000  0.005    9.592    9.595    9.597    9.599
mu[1325]        10.055   0.000  0.005   10.055   10.057   10.059   10.061
mu[1326]         9.753   0.000  0.005    9.753    9.755    9.758    9.760
mu[1327]         9.647   0.000  0.005    9.647    9.649    9.651    9.653
mu[1328]         9.622   0.000  0.007    9.622    9.626    9.628    9.631
mu[1329]         9.503   0.000  0.005    9.503    9.505    9.507    9.509
mu[1330]         9.700   0.000  0.006    9.700    9.702    9.705    9.707
mu[1331]        10.028   0.000  0.006   10.028   10.031   10.033   10.036
mu[1332]         9.817   0.000  0.007    9.817    9.820    9.823    9.826
mu[1333]         9.653   0.000  0.006    9.653    9.656    9.658    9.661
mu[1334]         9.595   0.000  0.007    9.595    9.598    9.601    9.604
mu[1335]         9.447   0.000  0.005    9.447    9.449    9.451    9.454
mu[1336]         9.844   0.000  0.009    9.844    9.848    9.851    9.855
mu[1337]         9.917   0.000  0.006    9.917    9.920    9.922    9.925
mu[1338]         9.632   0.000  0.006    9.632    9.635    9.638    9.640
mu[1339]         9.624   0.000  0.006    9.624    9.627    9.630    9.632
mu[1340]         9.690   0.000  0.006    9.690    9.693    9.696    9.698
mu[1341]         9.733   0.000  0.006    9.733    9.735    9.738    9.740
mu[1342]         9.910   0.000  0.015    9.910    9.917    9.922    9.929
mu[1343]         9.891   0.000  0.008    9.891    9.894    9.897    9.901
mu[1344]         9.937   0.000  0.008    9.937    9.941    9.944    9.947
mu[1345]         9.760   0.000  0.005    9.760    9.762    9.764    9.766
mu[1346]         9.795   0.000  0.006    9.795    9.797    9.799    9.802
mu[1347]         9.665   0.000  0.005    9.665    9.667    9.669    9.672
mu[1348]         9.614   0.000  0.005    9.614    9.616    9.618    9.621
mu[1349]         9.508   0.000  0.006    9.508    9.510    9.513    9.516
mu[1350]         9.692   0.000  0.005    9.692    9.694    9.696    9.698
mu[1351]         9.758   0.000  0.005    9.758    9.760    9.762    9.764
mu[1352]         9.711   0.000  0.005    9.711    9.714    9.716    9.718
mu[1353]         9.974   0.000  0.006    9.974    9.977    9.979    9.982
mu[1354]         9.865   0.000  0.005    9.865    9.867    9.869    9.871
mu[1355]         9.725   0.000  0.008    9.725    9.729    9.732    9.735
mu[1356]         9.754   0.000  0.005    9.754    9.756    9.758    9.760
mu[1357]         9.903   0.000  0.005    9.903    9.905    9.907    9.910
mu[1358]         9.825   0.000  0.005    9.825    9.827    9.829    9.831
mu[1359]         9.373   0.000  0.006    9.373    9.376    9.378    9.381
mu[1360]         9.230   0.000  0.006    9.230    9.232    9.235    9.237
mu[1361]         8.769   0.000  0.005    8.769    8.772    8.774    8.776
mu[1362]         8.682   0.000  0.007    8.682    8.685    8.687    8.690
mu[1363]         8.727   0.000  0.006    8.727    8.730    8.733    8.736
mu[1364]         8.495   0.000  0.008    8.495    8.499    8.502    8.505
mu[1365]         8.541   0.000  0.006    8.541    8.543    8.546    8.548
mu[1366]         8.062   0.000  0.006    8.062    8.065    8.067    8.070
mu[1367]         8.171   0.000  0.007    8.171    8.174    8.177    8.180
mu[1368]         7.889   0.000  0.006    7.889    7.892    7.895    7.897
mu[1369]         7.926   0.000  0.006    7.926    7.929    7.931    7.934
mu[1370]         7.722   0.000  0.009    7.722    7.726    7.729    7.733
mu[1371]         7.542   0.000  0.007    7.542    7.545    7.548    7.552
mu[1372]         8.021   0.000  0.008    8.021    8.025    8.028    8.031
mu[1373]         8.297   0.000  0.007    8.297    8.301    8.304    8.307
mu[1374]         7.995   0.000  0.007    7.995    7.998    8.001    8.004
mu[1375]         7.882   0.000  0.006    7.882    7.885    7.887    7.890
mu[1376]         7.771   0.000  0.007    7.771    7.774    7.777    7.780
mu[1377]         7.671   0.000  0.006    7.671    7.674    7.676    7.679
mu[1378]         7.760   0.000  0.007    7.760    7.763    7.766    7.769
mu[1379]         7.809   0.000  0.007    7.809    7.812    7.815    7.818
mu[1380]         7.479   0.000  0.009    7.479    7.483    7.487    7.490
mu[1381]         7.837   0.000  0.008    7.837    7.840    7.843    7.847
mu[1382]         8.133   0.000  0.006    8.133    8.135    8.138    8.141
mu[1383]         8.016   0.000  0.008    8.016    8.019    8.023    8.026
mu[1384]         8.464   0.000  0.006    8.464    8.467    8.469    8.472
mu[1385]         8.631   0.000  0.008    8.631    8.634    8.637    8.640
mu[1386]         8.434   0.000  0.006    8.433    8.436    8.439    8.441
mu[1387]         8.492   0.000  0.006    8.492    8.494    8.497    8.500
mu[1388]         8.417   0.000  0.006    8.417    8.420    8.423    8.425
mu[1389]         8.295   0.000  0.008    8.295    8.298    8.301    8.305
mu[1390]         8.374   0.000  0.006    8.374    8.377    8.380    8.383
mu[1391]         8.349   0.000  0.006    8.349    8.352    8.355    8.357
mu[1392]         8.252   0.000  0.006    8.252    8.254    8.257    8.259
mu[1393]         8.241   0.000  0.008    8.241    8.245    8.248    8.252
mu[1394]         8.123   0.000  0.007    8.123    8.126    8.129    8.132
mu[1395]         7.851   0.000  0.007    7.851    7.854    7.857    7.860
mu[1396]         8.242   0.000  0.008    8.242    8.246    8.249    8.253
mu[1397]         8.115   0.000  0.007    8.115    8.118    8.120    8.123
mu[1398]         8.781   0.000  0.006    8.781    8.783    8.786    8.788
mu[1399]         9.804   0.000  0.011    9.804    9.809    9.814    9.818
mu[1400]         9.356   0.000  0.007    9.356    9.359    9.362    9.365
mu[1401]         9.564   0.000  0.007    9.564    9.567    9.570    9.573
mu[1402]         9.826   0.000  0.008    9.826    9.830    9.833    9.836
mu[1403]        10.001   0.000  0.005   10.001   10.003   10.005   10.007
mu[1404]         9.883   0.000  0.006    9.883    9.886    9.888    9.891
mu[1405]         9.765   0.000  0.007    9.765    9.769    9.771    9.774
mu[1406]         9.789   0.000  0.007    9.790    9.793    9.795    9.798
mu[1407]         9.657   0.000  0.006    9.657    9.660    9.662    9.664
mu[1408]         9.756   0.000  0.008    9.757    9.760    9.763    9.766
mu[1409]        10.020   0.000  0.007   10.020   10.023   10.026   10.030
mu[1410]         9.964   0.000  0.007    9.964    9.967    9.970    9.973
mu[1411]        10.219   0.000  0.009   10.219   10.223   10.227   10.231
mu[1412]        10.113   0.000  0.007   10.113   10.116   10.119   10.122
mu[1413]        10.212   0.000  0.004   10.212   10.214   10.216   10.218
mu[1414]        10.903   0.000  0.017   10.903   10.911   10.918   10.925
mu[1415]        13.594   0.000  0.013   13.594   13.600   13.605   13.611
mu[1416]        13.286   0.000  0.007   13.286   13.288   13.291   13.294
mu[1417]        13.650   0.000  0.005   13.649   13.652   13.654   13.656
mu[1418]        13.764   0.000  0.010   13.764   13.768   13.772   13.777
mu[1419]        13.996   0.000  0.014   13.996   14.002   14.008   14.014
mu[1420]        14.737   0.000  0.012   14.737   14.742   14.747   14.752
mu[1421]        14.627   0.000  0.006   14.627   14.630   14.632   14.635
mu[1422]        14.509   0.000  0.008   14.509   14.513   14.516   14.520
mu[1423]        15.061   0.000  0.008   15.061   15.065   15.068   15.072
mu[1424]        18.494   0.000  0.028   18.494   18.506   18.518   18.530
mu[1425]        17.947   0.000  0.025   17.947   17.958   17.969   17.980
mu[1426]        17.275   0.000  0.010   17.275   17.280   17.284   17.289
mu[1427]        17.962   0.000  0.030   17.961   17.975   17.988   18.001
mu[1428]        18.034   0.000  0.022   18.034   18.043   18.052   18.062
mu[1429]        17.628   0.000  0.012   17.628   17.633   17.638   17.643
mu[1430]        17.793   0.000  0.009   17.793   17.797   17.801   17.804
mu[1431]        18.548   0.000  0.015   18.548   18.554   18.561   18.567
mu[1432]        18.512   0.000  0.020   18.512   18.521   18.530   18.539
mu[1433]        18.897   0.000  0.018   18.897   18.906   18.913   18.921
mu[1434]        18.401   0.000  0.010   18.401   18.405   18.409   18.413
mu[1435]        18.435   0.000  0.011   18.435   18.441   18.445   18.450
mu[1436]        18.232   0.000  0.013   18.231   18.238   18.243   18.249
mu[1437]        18.267   0.000  0.010   18.267   18.271   18.275   18.279
mu[1438]        17.831   0.000  0.016   17.830   17.838   17.844   17.851
mu[1439]        18.177   0.000  0.010   18.177   18.181   18.186   18.190
mu[1440]        17.763   0.000  0.009   17.763   17.767   17.771   17.775
mu[1441]        17.660   0.000  0.011   17.660   17.665   17.669   17.674
mu[1442]        16.982   0.000  0.014   16.981   16.988   16.993   17.000
mu[1443]        16.860   0.000  0.009   16.860   16.864   16.868   16.872
mu[1444]        16.983   0.000  0.014   16.983   16.989   16.995   17.001
mu[1445]        16.869   0.000  0.012   16.869   16.875   16.880   16.885
mu[1446]        15.857   0.000  0.011   15.857   15.862   15.866   15.871
mu[1447]        14.562   0.000  0.018   14.562   14.570   14.577   14.585
mu[1448]        14.433   0.000  0.007   14.433   14.436   14.439   14.442
mu[1449]        14.337   0.000  0.006   14.337   14.339   14.341   14.344
mu[1450]        13.477   0.000  0.012   13.477   13.482   13.487   13.493
mu[1451]        14.969   0.000  0.023   14.969   14.979   14.988   14.999
mu[1452]        14.714   0.000  0.013   14.714   14.719   14.724   14.730
mu[1453]        15.507   0.000  0.006   15.507   15.510   15.513   15.516
mu[1454]        15.430   0.000  0.010   15.429   15.434   15.438   15.443
mu[1455]        15.533   0.000  0.015   15.533   15.540   15.545   15.552
mu[1456]        15.945   0.000  0.010   15.945   15.949   15.953   15.958
mu[1457]        16.251   0.000  0.014   16.251   16.257   16.263   16.269
mu[1458]        15.803   0.000  0.008   15.803   15.807   15.810   15.814
mu[1459]        16.095   0.000  0.013   16.095   16.102   16.107   16.113
mu[1460]        16.286   0.000  0.007   16.286   16.290   16.293   16.296
y_rep[1]        16.517   0.003  0.220   16.516   16.572   16.631   16.711
y_rep[2]        16.857   0.003  0.258   16.858   16.916   16.974   17.052
y_rep[3]        16.419   0.003  0.214   16.417   16.473   16.530   16.612
y_rep[4]        17.101   0.003  0.221   17.100   17.159   17.220   17.295
y_rep[5]        17.156   0.003  0.216   17.156   17.215   17.274   17.351
y_rep[6]        17.693   0.003  0.229   17.693   17.752   17.811   17.894
y_rep[7]        17.357   0.003  0.206   17.357   17.411   17.475   17.552
y_rep[8]        17.638   0.003  0.221   17.638   17.694   17.754   17.833
y_rep[9]        17.353   0.003  0.211   17.354   17.410   17.466   17.541
y_rep[10]       17.807   0.003  0.209   17.806   17.864   17.919   18.001
y_rep[11]       18.020   0.003  0.215   18.015   18.075   18.136   18.221
y_rep[12]       19.147   0.003  0.228   19.150   19.206   19.264   19.342
y_rep[13]       18.960   0.003  0.212   18.957   19.013   19.072   19.151
y_rep[14]       18.430   0.003  0.210   18.430   18.485   18.547   18.626
y_rep[15]       17.507   0.004  0.293   17.505   17.565   17.625   17.700
y_rep[16]       16.890   0.003  0.205   16.890   16.947   17.009   17.093
y_rep[17]       17.197   0.003  0.238   17.199   17.259   17.317   17.396
y_rep[18]       17.470   0.003  0.208   17.466   17.524   17.585   17.664
y_rep[19]       17.204   0.003  0.258   17.201   17.255   17.316   17.399
y_rep[20]       16.480   0.003  0.219   16.480   16.543   16.602   16.676
y_rep[21]       16.237   0.003  0.232   16.240   16.297   16.356   16.435
y_rep[22]       16.389   0.003  0.215   16.389   16.445   16.505   16.587
y_rep[23]       16.343   0.003  0.213   16.343   16.402   16.463   16.540
y_rep[24]       16.835   0.003  0.204   16.840   16.895   16.952   17.028
y_rep[25]       16.937   0.003  0.221   16.935   16.992   17.053   17.131
y_rep[26]       16.191   0.004  0.297   16.193   16.249   16.303   16.377
y_rep[27]       16.064   0.004  0.307   16.064   16.118   16.178   16.256
y_rep[28]       15.845   0.003  0.227   15.842   15.902   15.959   16.041
y_rep[29]       15.439   0.003  0.223   15.437   15.492   15.549   15.628
y_rep[30]       15.237   0.003  0.213   15.238   15.294   15.354   15.432
y_rep[31]       15.320   0.003  0.206   15.318   15.374   15.436   15.516
y_rep[32]       14.676   0.003  0.253   14.681   14.737   14.795   14.874
y_rep[33]       14.149   0.003  0.222   14.151   14.210   14.266   14.349
y_rep[34]       13.936   0.003  0.213   13.934   13.992   14.048   14.127
y_rep[35]       13.221   0.003  0.230   13.223   13.284   13.342   13.418
y_rep[36]       13.177   0.003  0.218   13.172   13.230   13.291   13.373
y_rep[37]       13.611   0.003  0.211   13.616   13.670   13.728   13.806
y_rep[38]       14.811   0.003  0.219   14.810   14.868   14.925   15.004
y_rep[39]       15.222   0.003  0.227   15.221   15.278   15.338   15.417
y_rep[40]       14.797   0.003  0.221   14.793   14.849   14.908   14.993
y_rep[41]       14.686   0.003  0.213   14.686   14.743   14.801   14.877
y_rep[42]       14.894   0.003  0.232   14.897   14.957   15.014   15.091
y_rep[43]       14.755   0.003  0.209   14.756   14.813   14.874   14.953
y_rep[44]       15.223   0.003  0.215   15.223   15.280   15.338   15.414
y_rep[45]       14.633   0.003  0.233   14.631   14.690   14.750   14.833
y_rep[46]       13.772   0.003  0.223   13.772   13.828   13.887   13.968
y_rep[47]       13.602   0.003  0.218   13.606   13.664   13.722   13.796
y_rep[48]       13.805   0.003  0.214   13.804   13.859   13.917   14.004
y_rep[49]       14.501   0.004  0.327   14.498   14.554   14.614   14.696
y_rep[50]       14.936   0.003  0.229   14.937   14.995   15.053   15.137
y_rep[51]       15.012   0.003  0.261   15.013   15.070   15.129   15.208
y_rep[52]       14.401   0.003  0.259   14.402   14.462   14.518   14.595
y_rep[53]       14.239   0.003  0.208   14.239   14.300   14.359   14.432
y_rep[54]       14.324   0.003  0.252   14.324   14.381   14.439   14.524
y_rep[55]       14.242   0.003  0.209   14.241   14.299   14.357   14.445
y_rep[56]       14.324   0.003  0.213   14.324   14.382   14.439   14.520
y_rep[57]       14.501   0.003  0.214   14.503   14.560   14.617   14.695
y_rep[58]       14.711   0.003  0.212   14.713   14.772   14.831   14.913
y_rep[59]       14.120   0.003  0.228   14.122   14.177   14.234   14.316
y_rep[60]       13.951   0.003  0.228   13.949   14.004   14.062   14.145
y_rep[61]       13.082   0.003  0.262   13.081   13.143   13.198   13.282
y_rep[62]       13.034   0.003  0.227   13.037   13.093   13.152   13.232
y_rep[63]       14.161   0.003  0.225   14.165   14.223   14.277   14.355
y_rep[64]       13.980   0.003  0.210   13.979   14.037   14.094   14.170
y_rep[65]       13.577   0.003  0.208   13.577   13.634   13.693   13.773
y_rep[66]       13.285   0.003  0.218   13.286   13.340   13.396   13.475
y_rep[67]       13.393   0.003  0.221   13.389   13.445   13.505   13.591
y_rep[68]       13.562   0.003  0.219   13.560   13.618   13.679   13.763
y_rep[69]       13.871   0.003  0.217   13.871   13.930   13.990   14.071
y_rep[70]       14.031   0.003  0.212   14.031   14.087   14.143   14.220
y_rep[71]       13.821   0.003  0.233   13.817   13.874   13.936   14.019
y_rep[72]       12.897   0.003  0.227   12.895   12.955   13.016   13.100
y_rep[73]       12.345   0.003  0.227   12.346   12.402   12.457   12.535
y_rep[74]       12.262   0.003  0.207   12.263   12.320   12.380   12.449
y_rep[75]       12.189   0.003  0.233   12.193   12.248   12.305   12.385
y_rep[76]       12.928   0.003  0.223   12.928   12.986   13.043   13.122
y_rep[77]       12.950   0.003  0.221   12.955   13.009   13.069   13.147
y_rep[78]       12.859   0.003  0.205   12.858   12.917   12.976   13.053
y_rep[79]       12.400   0.003  0.219   12.403   12.457   12.514   12.591
y_rep[80]       12.382   0.003  0.205   12.383   12.441   12.498   12.572
y_rep[81]       12.339   0.003  0.225   12.341   12.397   12.456   12.540
y_rep[82]       12.497   0.003  0.227   12.496   12.554   12.612   12.693
y_rep[83]       12.693   0.003  0.239   12.691   12.751   12.813   12.895
y_rep[84]       12.949   0.003  0.212   12.951   13.008   13.068   13.145
y_rep[85]       12.610   0.003  0.220   12.612   12.666   12.728   12.809
y_rep[86]       12.098   0.003  0.215   12.097   12.155   12.211   12.291
y_rep[87]       12.838   0.003  0.218   12.839   12.897   12.957   13.035
y_rep[88]       13.118   0.003  0.203   13.121   13.178   13.236   13.313
y_rep[89]       13.077   0.003  0.214   13.078   13.134   13.192   13.276
y_rep[90]       13.793   0.003  0.231   13.797   13.853   13.911   13.991
y_rep[91]       13.807   0.003  0.200   13.806   13.864   13.922   14.001
y_rep[92]       13.459   0.003  0.202   13.458   13.514   13.575   13.651
y_rep[93]       13.143   0.003  0.212   13.142   13.200   13.259   13.337
y_rep[94]       13.383   0.003  0.252   13.379   13.438   13.498   13.573
y_rep[95]       13.386   0.003  0.236   13.387   13.445   13.503   13.586
y_rep[96]       13.594   0.003  0.202   13.594   13.649   13.708   13.793
y_rep[97]       13.744   0.003  0.205   13.744   13.801   13.860   13.942
y_rep[98]       13.492   0.003  0.208   13.492   13.548   13.610   13.691
y_rep[99]       13.026   0.003  0.223   13.030   13.088   13.148   13.220
y_rep[100]      12.809   0.003  0.226   12.806   12.864   12.925   13.001
y_rep[101]      12.785   0.003  0.230   12.784   12.841   12.899   12.976
y_rep[102]      13.188   0.003  0.227   13.188   13.248   13.304   13.381
y_rep[103]      14.142   0.003  0.210   14.144   14.199   14.253   14.331
y_rep[104]      13.698   0.003  0.266   13.699   13.757   13.814   13.896
y_rep[105]      13.462   0.004  0.332   13.466   13.527   13.583   13.661
y_rep[106]      13.368   0.004  0.281   13.370   13.425   13.481   13.567
y_rep[107]      12.880   0.003  0.219   12.883   12.940   12.997   13.079
y_rep[108]      12.948   0.003  0.223   12.945   13.003   13.063   13.143
y_rep[109]      13.474   0.004  0.305   13.479   13.537   13.594   13.677
y_rep[110]      13.412   0.003  0.227   13.411   13.469   13.528   13.614
y_rep[111]      12.857   0.003  0.209   12.858   12.917   12.975   13.054
y_rep[112]      12.793   0.003  0.206   12.792   12.850   12.911   12.986
y_rep[113]      11.874   0.003  0.220   11.874   11.931   11.992   12.069
y_rep[114]      11.385   0.003  0.233   11.385   11.441   11.501   11.585
y_rep[115]      11.573   0.003  0.213   11.571   11.628   11.690   11.768
y_rep[116]      12.093   0.004  0.267   12.097   12.153   12.206   12.286
y_rep[117]      12.082   0.003  0.220   12.085   12.145   12.201   12.281
y_rep[118]      11.671   0.003  0.215   11.669   11.728   11.784   11.864
y_rep[119]      11.547   0.004  0.270   11.548   11.606   11.663   11.741
y_rep[120]      11.192   0.003  0.212   11.194   11.249   11.309   11.394
y_rep[121]      11.175   0.003  0.206   11.173   11.230   11.288   11.368
y_rep[122]      11.620   0.003  0.224   11.619   11.677   11.740   11.815
y_rep[123]      11.980   0.003  0.213   11.981   12.038   12.096   12.174
y_rep[124]      12.085   0.004  0.315   12.082   12.140   12.198   12.280
y_rep[125]      11.974   0.003  0.220   11.973   12.029   12.089   12.176
y_rep[126]      11.474   0.003  0.216   11.473   11.532   11.588   11.667
y_rep[127]      11.110   0.003  0.211   11.108   11.167   11.225   11.313
y_rep[128]      11.238   0.003  0.212   11.233   11.293   11.351   11.426
y_rep[129]      11.292   0.003  0.214   11.291   11.350   11.408   11.486
y_rep[130]      11.474   0.003  0.241   11.474   11.531   11.590   11.679
y_rep[131]      11.439   0.003  0.206   11.439   11.496   11.554   11.634
y_rep[132]      10.862   0.003  0.215   10.859   10.918   10.980   11.069
y_rep[133]      10.565   0.003  0.226   10.566   10.623   10.683   10.766
y_rep[134]      10.695   0.003  0.210   10.695   10.751   10.809   10.891
y_rep[135]      10.905   0.003  0.233   10.908   10.962   11.018   11.095
y_rep[136]      10.777   0.003  0.223   10.780   10.836   10.896   10.974
y_rep[137]      11.537   0.003  0.219   11.540   11.597   11.655   11.738
y_rep[138]      11.510   0.003  0.229   11.510   11.570   11.628   11.707
y_rep[139]      11.075   0.003  0.242   11.078   11.135   11.193   11.276
y_rep[140]      10.818   0.005  0.377   10.816   10.873   10.935   11.012
y_rep[141]      11.647   0.003  0.218   11.650   11.706   11.766   11.847
y_rep[142]      11.249   0.003  0.241   11.246   11.305   11.363   11.444
y_rep[143]      11.353   0.003  0.230   11.358   11.413   11.470   11.550
y_rep[144]      11.288   0.006  0.432   11.294   11.353   11.413   11.500
y_rep[145]      10.529   0.003  0.202   10.530   10.590   10.649   10.725
y_rep[146]      10.245   0.004  0.342   10.247   10.304   10.358   10.443
y_rep[147]      10.278   0.003  0.206   10.276   10.335   10.392   10.472
y_rep[148]      10.651   0.003  0.239   10.648   10.708   10.767   10.855
y_rep[149]      10.582   0.003  0.218   10.580   10.638   10.698   10.786
y_rep[150]      10.849   0.003  0.228   10.851   10.907   10.963   11.040
y_rep[151]      10.707   0.003  0.216   10.709   10.764   10.824   10.909
y_rep[152]      10.661   0.003  0.218   10.661   10.719   10.773   10.854
y_rep[153]      10.197   0.003  0.220   10.194   10.251   10.306   10.387
y_rep[154]      10.029   0.003  0.208   10.028   10.084   10.144   10.224
y_rep[155]      10.191   0.003  0.225   10.198   10.254   10.310   10.384
y_rep[156]      10.906   0.003  0.236   10.902   10.959   11.025   11.106
y_rep[157]      11.187   0.004  0.277   11.186   11.243   11.304   11.385
y_rep[158]      11.321   0.003  0.214   11.319   11.381   11.441   11.518
y_rep[159]      11.183   0.003  0.222   11.181   11.238   11.300   11.382
y_rep[160]      10.460   0.003  0.217   10.454   10.513   10.575   10.656
y_rep[161]      10.275   0.003  0.199   10.278   10.334   10.391   10.468
y_rep[162]      10.779   0.003  0.212   10.777   10.834   10.892   10.972
y_rep[163]      10.902   0.003  0.209   10.902   10.959   11.018   11.100
y_rep[164]      10.841   0.003  0.211   10.842   10.900   10.953   11.033
y_rep[165]      10.800   0.003  0.214   10.799   10.859   10.916   10.994
y_rep[166]      10.922   0.003  0.241   10.921   10.979   11.039   11.121
y_rep[167]      10.726   0.003  0.238   10.725   10.784   10.844   10.926
y_rep[168]      10.619   0.003  0.236   10.621   10.677   10.739   10.821
y_rep[169]      13.292   0.003  0.211   13.294   13.353   13.409   13.496
y_rep[170]      17.483   0.003  0.256   17.482   17.554   17.626   17.715
y_rep[171]      16.489   0.003  0.219   16.486   16.546   16.609   16.692
y_rep[172]      16.664   0.003  0.229   16.664   16.719   16.775   16.856
y_rep[173]      16.930   0.003  0.219   16.929   16.985   17.043   17.133
y_rep[174]      16.992   0.003  0.243   16.992   17.050   17.113   17.189
y_rep[175]      17.587   0.003  0.207   17.587   17.645   17.703   17.785
y_rep[176]      17.870   0.003  0.241   17.873   17.931   17.988   18.065
y_rep[177]      17.231   0.003  0.215   17.230   17.288   17.348   17.430
y_rep[178]      17.397   0.003  0.213   17.401   17.458   17.516   17.593
y_rep[179]      17.616   0.003  0.215   17.616   17.674   17.734   17.814
y_rep[180]      17.373   0.003  0.228   17.373   17.428   17.487   17.562
y_rep[181]      17.202   0.003  0.220   17.198   17.260   17.317   17.403
y_rep[182]      17.249   0.003  0.205   17.250   17.307   17.365   17.445
y_rep[183]      16.882   0.003  0.194   16.884   16.938   16.999   17.078
y_rep[184]      17.329   0.003  0.210   17.330   17.388   17.445   17.525
y_rep[185]      17.519   0.003  0.226   17.520   17.574   17.636   17.717
y_rep[186]      17.102   0.003  0.236   17.101   17.160   17.217   17.296
y_rep[187]      17.120   0.003  0.207   17.120   17.177   17.235   17.316
y_rep[188]      17.095   0.003  0.210   17.097   17.154   17.214   17.291
y_rep[189]      17.541   0.003  0.223   17.542   17.600   17.662   17.742
y_rep[190]      17.676   0.003  0.238   17.675   17.731   17.789   17.873
y_rep[191]      18.710   0.003  0.216   18.711   18.770   18.829   18.909
y_rep[192]      17.258   0.003  0.222   17.257   17.321   17.385   17.469
y_rep[193]      14.330   0.003  0.212   14.330   14.388   14.446   14.530
y_rep[194]      14.206   0.003  0.201   14.202   14.260   14.322   14.406
y_rep[195]      13.818   0.003  0.205   13.818   13.877   13.936   14.009
y_rep[196]      13.126   0.003  0.211   13.124   13.183   13.244   13.326
y_rep[197]      12.909   0.003  0.267   12.912   12.970   13.029   13.111
y_rep[198]      13.220   0.003  0.239   13.217   13.274   13.331   13.408
y_rep[199]      13.949   0.003  0.208   13.949   14.005   14.063   14.140
y_rep[200]      13.918   0.003  0.226   13.917   13.975   14.036   14.112
y_rep[201]      13.632   0.003  0.227   13.635   13.691   13.746   13.826
y_rep[202]      13.164   0.003  0.207   13.163   13.222   13.285   13.362
y_rep[203]      13.045   0.003  0.222   13.043   13.101   13.163   13.249
y_rep[204]      14.410   0.003  0.261   14.411   14.470   14.530   14.614
y_rep[205]      15.537   0.003  0.229   15.538   15.599   15.658   15.737
y_rep[206]      15.471   0.003  0.233   15.469   15.523   15.580   15.662
y_rep[207]      15.148   0.003  0.263   15.143   15.199   15.256   15.348
y_rep[208]      15.173   0.003  0.242   15.175   15.231   15.290   15.368
y_rep[209]      14.742   0.003  0.216   14.743   14.799   14.859   14.935
y_rep[210]      14.793   0.003  0.252   14.791   14.851   14.908   14.992
y_rep[211]      14.832   0.003  0.214   14.834   14.891   14.954   15.028
y_rep[212]      14.934   0.003  0.219   14.938   14.997   15.055   15.131
y_rep[213]      14.459   0.003  0.219   14.458   14.516   14.577   14.659
y_rep[214]      14.068   0.003  0.202   14.067   14.124   14.183   14.261
y_rep[215]      13.639   0.003  0.225   13.640   13.696   13.757   13.837
y_rep[216]      13.443   0.003  0.231   13.440   13.500   13.558   13.641
y_rep[217]      13.549   0.003  0.231   13.550   13.609   13.665   13.746
y_rep[218]      14.084   0.003  0.208   14.083   14.141   14.200   14.279
y_rep[219]      14.360   0.003  0.210   14.358   14.419   14.478   14.562
y_rep[220]      14.190   0.003  0.218   14.192   14.250   14.306   14.386
y_rep[221]      13.752   0.003  0.207   13.750   13.810   13.868   13.945
y_rep[222]      13.144   0.003  0.210   13.142   13.199   13.260   13.342
y_rep[223]      13.167   0.003  0.209   13.165   13.222   13.280   13.360
y_rep[224]      13.167   0.003  0.215   13.168   13.226   13.289   13.366
y_rep[225]      13.611   0.003  0.203   13.614   13.669   13.729   13.807
y_rep[226]      13.287   0.003  0.221   13.285   13.344   13.403   13.480
y_rep[227]      12.713   0.003  0.222   12.716   12.773   12.831   12.915
y_rep[228]      11.943   0.003  0.229   11.940   12.001   12.061   12.140
y_rep[229]      11.724   0.003  0.207   11.723   11.780   11.838   11.918
y_rep[230]      11.503   0.003  0.212   11.504   11.565   11.621   11.697
y_rep[231]      11.642   0.003  0.213   11.644   11.703   11.763   11.839
y_rep[232]      12.614   0.003  0.232   12.613   12.671   12.729   12.814
y_rep[233]      12.605   0.003  0.239   12.605   12.663   12.722   12.805
y_rep[234]      12.142   0.003  0.210   12.142   12.199   12.258   12.339
y_rep[235]      12.362   0.003  0.254   12.361   12.417   12.478   12.561
y_rep[236]      12.605   0.004  0.318   12.599   12.657   12.721   12.804
y_rep[237]      12.650   0.003  0.253   12.652   12.710   12.767   12.848
y_rep[238]      12.613   0.003  0.207   12.610   12.669   12.732   12.809
y_rep[239]      13.480   0.004  0.287   13.476   13.533   13.591   13.668
y_rep[240]      14.045   0.003  0.212   14.043   14.101   14.161   14.244
y_rep[241]      13.520   0.003  0.226   13.520   13.578   13.636   13.717
y_rep[242]      13.454   0.003  0.221   13.453   13.510   13.568   13.648
y_rep[243]      13.520   0.003  0.234   13.522   13.577   13.634   13.718
y_rep[244]      13.557   0.003  0.207   13.558   13.612   13.671   13.755
y_rep[245]      13.858   0.003  0.239   13.858   13.912   13.971   14.050
y_rep[246]      14.450   0.003  0.214   14.451   14.507   14.566   14.652
y_rep[247]      14.059   0.003  0.230   14.065   14.121   14.176   14.255
y_rep[248]      13.695   0.003  0.206   13.692   13.748   13.809   13.891
y_rep[249]      13.833   0.003  0.232   13.832   13.890   13.947   14.028
y_rep[250]      13.532   0.003  0.232   13.533   13.589   13.650   13.727
y_rep[251]      14.149   0.003  0.239   14.151   14.206   14.263   14.344
y_rep[252]      14.539   0.003  0.220   14.541   14.598   14.654   14.736
y_rep[253]      14.559   0.003  0.217   14.559   14.614   14.675   14.754
y_rep[254]      14.147   0.003  0.220   14.149   14.204   14.263   14.349
y_rep[255]      13.739   0.003  0.259   13.739   13.799   13.858   13.940
y_rep[256]      13.703   0.003  0.209   13.702   13.758   13.820   13.899
y_rep[257]      13.951   0.003  0.209   13.946   14.005   14.063   14.145
y_rep[258]      13.934   0.003  0.219   13.936   13.992   14.051   14.130
y_rep[259]      13.617   0.003  0.221   13.618   13.676   13.735   13.816
y_rep[260]      13.599   0.003  0.208   13.598   13.655   13.711   13.802
y_rep[261]      13.518   0.003  0.223   13.517   13.570   13.631   13.714
y_rep[262]      12.410   0.003  0.218   12.414   12.467   12.528   12.611
y_rep[263]      12.125   0.003  0.202   12.127   12.183   12.237   12.319
y_rep[264]      12.368   0.003  0.219   12.367   12.427   12.482   12.559
y_rep[265]      12.454   0.003  0.221   12.454   12.512   12.571   12.650
y_rep[266]      13.436   0.003  0.209   13.435   13.492   13.550   13.629
y_rep[267]      13.165   0.003  0.230   13.168   13.226   13.287   13.360
y_rep[268]      12.710   0.003  0.233   12.712   12.768   12.829   12.910
y_rep[269]      12.578   0.003  0.206   12.582   12.635   12.694   12.770
y_rep[270]      13.034   0.003  0.234   13.036   13.093   13.155   13.233
y_rep[271]      13.537   0.003  0.211   13.537   13.593   13.654   13.736
y_rep[272]      13.756   0.003  0.211   13.756   13.812   13.872   13.955
y_rep[273]      13.564   0.003  0.210   13.563   13.623   13.684   13.768
y_rep[274]      13.469   0.003  0.238   13.474   13.529   13.589   13.666
y_rep[275]      12.822   0.003  0.209   12.816   12.873   12.929   13.011
y_rep[276]      12.658   0.003  0.239   12.659   12.716   12.778   12.865
y_rep[277]      12.701   0.003  0.208   12.702   12.760   12.818   12.897
y_rep[278]      12.871   0.003  0.237   12.866   12.924   12.986   13.072
y_rep[279]      12.853   0.003  0.203   12.851   12.910   12.968   13.050
y_rep[280]      12.910   0.003  0.209   12.916   12.973   13.030   13.108
y_rep[281]      12.805   0.003  0.205   12.807   12.862   12.920   12.993
y_rep[282]      12.626   0.003  0.244   12.627   12.684   12.746   12.829
y_rep[283]      13.244   0.003  0.230   13.241   13.300   13.357   13.437
y_rep[284]      13.078   0.003  0.239   13.077   13.135   13.193   13.275
y_rep[285]      13.582   0.003  0.218   13.583   13.639   13.697   13.776
y_rep[286]      13.685   0.003  0.223   13.684   13.741   13.798   13.875
y_rep[287]      13.489   0.003  0.218   13.486   13.544   13.604   13.692
y_rep[288]      13.208   0.003  0.206   13.207   13.266   13.325   13.407
y_rep[289]      12.823   0.003  0.232   12.825   12.879   12.938   13.023
y_rep[290]      12.733   0.003  0.218   12.731   12.789   12.849   12.927
y_rep[291]      12.901   0.003  0.206   12.900   12.954   13.012   13.093
y_rep[292]      13.053   0.003  0.225   13.055   13.114   13.176   13.245
y_rep[293]      12.803   0.003  0.237   12.806   12.863   12.922   13.006
y_rep[294]      12.637   0.003  0.208   12.635   12.691   12.756   12.842
y_rep[295]      12.943   0.003  0.227   12.947   13.005   13.063   13.149
y_rep[296]      13.471   0.003  0.204   13.473   13.531   13.589   13.670
y_rep[297]      13.173   0.003  0.218   13.171   13.228   13.289   13.370
y_rep[298]      14.520   0.003  0.205   14.522   14.578   14.638   14.708
y_rep[299]      14.646   0.003  0.213   14.647   14.702   14.762   14.846
y_rep[300]      14.933   0.004  0.280   14.938   14.994   15.050   15.135
y_rep[301]      14.884   0.003  0.234   14.885   14.941   15.000   15.076
y_rep[302]      14.884   0.003  0.215   14.881   14.942   15.004   15.088
y_rep[303]      14.779   0.003  0.213   14.780   14.839   14.896   14.973
y_rep[304]      14.884   0.003  0.255   14.882   14.941   14.996   15.077
y_rep[305]      14.858   0.003  0.227   14.860   14.915   14.976   15.059
y_rep[306]      14.619   0.003  0.265   14.616   14.675   14.735   14.818
y_rep[307]      14.639   0.003  0.240   14.636   14.697   14.759   14.839
y_rep[308]      14.620   0.003  0.216   14.617   14.674   14.731   14.818
y_rep[309]      15.561   0.003  0.268   15.558   15.615   15.673   15.758
y_rep[310]      16.015   0.003  0.254   16.013   16.070   16.127   16.209
y_rep[311]      15.765   0.003  0.206   15.764   15.819   15.878   15.957
y_rep[312]      15.704   0.003  0.242   15.704   15.761   15.821   15.903
y_rep[313]      15.864   0.003  0.245   15.863   15.921   15.977   16.059
y_rep[314]      15.689   0.003  0.203   15.686   15.744   15.804   15.884
y_rep[315]      15.353   0.003  0.220   15.352   15.409   15.469   15.549
y_rep[316]      15.222   0.003  0.213   15.222   15.275   15.333   15.418
y_rep[317]      14.907   0.003  0.214   14.907   14.962   15.020   15.104
y_rep[318]      14.709   0.003  0.252   14.714   14.770   14.826   14.898
y_rep[319]      14.817   0.003  0.216   14.816   14.870   14.931   15.019
y_rep[320]      14.067   0.004  0.318   14.071   14.128   14.184   14.262
y_rep[321]      13.146   0.003  0.219   13.144   13.199   13.261   13.342
y_rep[322]      13.081   0.003  0.233   13.083   13.140   13.199   13.276
y_rep[323]      12.590   0.004  0.287   12.588   12.644   12.703   12.785
y_rep[324]      12.824   0.003  0.214   12.824   12.881   12.941   13.019
y_rep[325]      13.131   0.005  0.354   13.133   13.188   13.248   13.330
y_rep[326]      13.247   0.002  0.193   13.244   13.302   13.359   13.437
y_rep[327]      13.573   0.003  0.201   13.572   13.628   13.684   13.760
y_rep[328]      13.498   0.003  0.213   13.495   13.551   13.613   13.685
y_rep[329]      13.517   0.003  0.203   13.519   13.574   13.632   13.711
y_rep[330]      13.550   0.003  0.217   13.547   13.604   13.663   13.746
y_rep[331]      13.580   0.003  0.217   13.579   13.636   13.699   13.781
y_rep[332]      12.897   0.003  0.232   12.897   12.955   13.014   13.094
y_rep[333]      13.467   0.003  0.233   13.469   13.528   13.589   13.668
y_rep[334]      13.616   0.003  0.233   13.616   13.673   13.733   13.814
y_rep[335]      13.408   0.003  0.221   13.408   13.463   13.521   13.609
y_rep[336]      13.208   0.003  0.227   13.207   13.265   13.325   13.407
y_rep[337]      13.177   0.003  0.228   13.178   13.234   13.295   13.374
y_rep[338]      13.696   0.003  0.261   13.697   13.753   13.810   13.890
y_rep[339]      13.881   0.003  0.206   13.879   13.934   13.995   14.076
y_rep[340]      14.155   0.003  0.226   14.154   14.212   14.268   14.348
y_rep[341]      13.818   0.003  0.209   13.818   13.875   13.930   14.008
y_rep[342]      13.947   0.003  0.205   13.949   14.006   14.065   14.140
y_rep[343]      14.220   0.003  0.205   14.222   14.277   14.335   14.413
y_rep[344]      14.036   0.003  0.224   14.033   14.092   14.150   14.230
y_rep[345]      14.253   0.003  0.226   14.254   14.313   14.370   14.447
y_rep[346]      14.519   0.003  0.220   14.522   14.582   14.640   14.720
y_rep[347]      14.057   0.003  0.210   14.060   14.117   14.176   14.258
y_rep[348]      13.998   0.003  0.230   13.994   14.052   14.112   14.198
y_rep[349]      13.807   0.003  0.236   13.810   13.868   13.929   14.008
y_rep[350]      13.891   0.003  0.204   13.892   13.950   14.011   14.090
y_rep[351]      13.982   0.003  0.229   13.987   14.045   14.101   14.182
y_rep[352]      14.449   0.003  0.215   14.451   14.506   14.563   14.645
y_rep[353]      14.476   0.003  0.233   14.476   14.534   14.591   14.671
y_rep[354]      15.324   0.003  0.219   15.326   15.381   15.440   15.520
y_rep[355]      15.349   0.004  0.335   15.353   15.409   15.467   15.550
y_rep[356]      15.396   0.003  0.224   15.400   15.455   15.513   15.593
y_rep[357]      17.348   0.003  0.211   17.344   17.408   17.467   17.548
y_rep[358]      19.065   0.003  0.215   19.066   19.123   19.180   19.262
y_rep[359]      18.209   0.003  0.220   18.207   18.266   18.326   18.408
y_rep[360]      19.037   0.003  0.213   19.038   19.096   19.153   19.233
y_rep[361]      18.971   0.003  0.218   18.972   19.025   19.087   19.168
y_rep[362]      19.088   0.003  0.216   19.092   19.147   19.207   19.286
y_rep[363]      20.081   0.003  0.231   20.080   20.139   20.196   20.277
y_rep[364]      20.471   0.004  0.261   20.469   20.529   20.590   20.676
y_rep[365]      20.078   0.003  0.216   20.081   20.140   20.196   20.274
y_rep[366]      20.306   0.003  0.206   20.307   20.362   20.419   20.495
y_rep[367]      21.046   0.003  0.221   21.052   21.107   21.164   21.240
y_rep[368]      20.939   0.003  0.200   20.943   21.002   21.058   21.137
y_rep[369]      21.426   0.003  0.222   21.425   21.485   21.543   21.626
y_rep[370]      21.807   0.003  0.223   21.810   21.869   21.926   22.005
y_rep[371]      21.370   0.003  0.222   21.368   21.426   21.483   21.561
y_rep[372]      21.954   0.004  0.274   21.955   22.012   22.071   22.151
y_rep[373]      22.185   0.003  0.197   22.186   22.244   22.300   22.378
y_rep[374]      21.923   0.003  0.224   21.921   21.977   22.037   22.114
y_rep[375]      21.959   0.003  0.209   21.957   22.015   22.075   22.153
y_rep[376]      22.057   0.003  0.229   22.059   22.116   22.177   22.261
y_rep[377]      21.946   0.003  0.233   21.946   22.002   22.058   22.143
y_rep[378]      21.896   0.003  0.242   21.896   21.954   22.013   22.093
y_rep[379]      21.575   0.003  0.242   21.577   21.636   21.687   21.773
y_rep[380]      19.542   0.003  0.236   19.546   19.605   19.665   19.744
y_rep[381]      19.961   0.003  0.211   19.957   20.018   20.076   20.161
y_rep[382]      20.665   0.003  0.200   20.666   20.723   20.778   20.860
y_rep[383]      20.311   0.003  0.212   20.312   20.368   20.427   20.516
y_rep[384]      20.001   0.003  0.211   19.998   20.056   20.121   20.197
y_rep[385]      19.797   0.003  0.209   19.795   19.855   19.914   19.991
y_rep[386]      19.356   0.003  0.269   19.357   19.415   19.470   19.554
y_rep[387]      19.850   0.003  0.214   19.851   19.910   19.968   20.048
y_rep[388]      20.339   0.003  0.255   20.343   20.400   20.460   20.543
y_rep[389]      20.019   0.003  0.216   20.019   20.079   20.138   20.216
y_rep[390]      19.469   0.003  0.238   19.470   19.528   19.585   19.670
y_rep[391]      19.285   0.003  0.211   19.285   19.344   19.400   19.476
y_rep[392]      18.606   0.003  0.272   18.601   18.659   18.718   18.801
y_rep[393]      18.924   0.003  0.247   18.925   18.981   19.042   19.121
y_rep[394]      18.943   0.003  0.218   18.945   18.998   19.058   19.138
y_rep[395]      18.583   0.003  0.232   18.586   18.644   18.703   18.784
y_rep[396]      18.097   0.003  0.251   18.100   18.159   18.218   18.295
y_rep[397]      18.036   0.003  0.228   18.030   18.091   18.152   18.237
y_rep[398]      18.031   0.003  0.213   18.033   18.090   18.150   18.226
y_rep[399]      17.901   0.003  0.226   17.904   17.959   18.020   18.103
y_rep[400]      17.505   0.003  0.226   17.503   17.561   17.620   17.702
y_rep[401]      17.694   0.003  0.226   17.691   17.749   17.805   17.885
y_rep[402]      17.573   0.003  0.213   17.574   17.633   17.690   17.771
y_rep[403]      17.272   0.003  0.217   17.272   17.330   17.390   17.474
y_rep[404]      16.750   0.003  0.238   16.751   16.807   16.868   16.953
y_rep[405]      15.959   0.003  0.217   15.957   16.014   16.071   16.153
y_rep[406]      16.084   0.003  0.259   16.086   16.146   16.204   16.281
y_rep[407]      16.398   0.003  0.210   16.395   16.455   16.516   16.597
y_rep[408]      16.214   0.004  0.339   16.215   16.271   16.330   16.406
y_rep[409]      15.948   0.003  0.224   15.951   16.008   16.063   16.147
y_rep[410]      15.376   0.003  0.237   15.374   15.430   15.491   15.568
y_rep[411]      15.156   0.003  0.205   15.153   15.213   15.274   15.358
y_rep[412]      15.323   0.003  0.199   15.322   15.378   15.441   15.520
y_rep[413]      15.323   0.003  0.218   15.323   15.381   15.440   15.522
y_rep[414]      15.029   0.003  0.215   15.032   15.088   15.146   15.223
y_rep[415]      14.972   0.003  0.216   14.971   15.028   15.086   15.170
y_rep[416]      15.119   0.003  0.249   15.119   15.174   15.234   15.316
y_rep[417]      14.825   0.003  0.222   14.825   14.881   14.942   15.017
y_rep[418]      15.067   0.003  0.207   15.064   15.125   15.188   15.262
y_rep[419]      16.065   0.003  0.218   16.067   16.124   16.183   16.259
y_rep[420]      15.863   0.003  0.204   15.863   15.921   15.978   16.056
y_rep[421]      15.652   0.003  0.211   15.650   15.709   15.764   15.843
y_rep[422]      15.281   0.003  0.258   15.279   15.336   15.398   15.482
y_rep[423]      14.925   0.003  0.216   14.925   14.983   15.043   15.124
y_rep[424]      15.435   0.003  0.223   15.435   15.493   15.554   15.629
y_rep[425]      15.907   0.003  0.254   15.903   15.960   16.020   16.101
y_rep[426]      15.890   0.003  0.209   15.889   15.946   16.005   16.086
y_rep[427]      15.902   0.003  0.217   15.904   15.960   16.019   16.098
y_rep[428]      16.024   0.003  0.224   16.021   16.077   16.137   16.217
y_rep[429]      15.719   0.004  0.271   15.722   15.779   15.837   15.914
y_rep[430]      15.792   0.003  0.213   15.792   15.849   15.908   15.986
y_rep[431]      16.126   0.003  0.238   16.128   16.188   16.247   16.322
y_rep[432]      15.918   0.003  0.215   15.921   15.980   16.036   16.113
y_rep[433]      16.180   0.003  0.214   16.179   16.239   16.299   16.375
y_rep[434]      16.472   0.003  0.221   16.468   16.526   16.582   16.667
y_rep[435]      16.181   0.003  0.207   16.181   16.235   16.294   16.378
y_rep[436]      15.901   0.003  0.224   15.904   15.962   16.022   16.100
y_rep[437]      16.310   0.003  0.208   16.312   16.373   16.427   16.506
y_rep[438]      15.915   0.003  0.215   15.917   15.974   16.032   16.107
y_rep[439]      15.722   0.003  0.222   15.719   15.776   15.836   15.917
y_rep[440]      15.767   0.003  0.223   15.767   15.824   15.880   15.960
y_rep[441]      15.630   0.003  0.223   15.633   15.689   15.747   15.825
y_rep[442]      15.283   0.003  0.220   15.283   15.341   15.402   15.487
y_rep[443]      15.508   0.003  0.254   15.505   15.563   15.624   15.708
y_rep[444]      15.181   0.003  0.271   15.179   15.235   15.291   15.372
y_rep[445]      15.123   0.003  0.232   15.122   15.180   15.239   15.322
y_rep[446]      15.727   0.003  0.220   15.725   15.785   15.847   15.928
y_rep[447]      15.678   0.003  0.210   15.678   15.736   15.795   15.876
y_rep[448]      14.709   0.003  0.212   14.707   14.767   14.824   14.903
y_rep[449]      14.868   0.003  0.232   14.873   14.927   14.984   15.062
y_rep[450]      14.671   0.003  0.232   14.670   14.728   14.786   14.867
y_rep[451]      14.439   0.003  0.218   14.440   14.495   14.552   14.637
y_rep[452]      14.349   0.003  0.234   14.348   14.406   14.462   14.539
y_rep[453]      13.994   0.003  0.252   13.996   14.051   14.109   14.190
y_rep[454]      13.624   0.003  0.231   13.626   13.683   13.740   13.816
y_rep[455]      14.837   0.003  0.229   14.833   14.890   14.951   15.035
y_rep[456]      14.884   0.003  0.209   14.889   14.944   15.001   15.081
y_rep[457]      14.731   0.003  0.224   14.730   14.786   14.848   14.926
y_rep[458]      14.861   0.003  0.218   14.861   14.917   14.979   15.056
y_rep[459]      14.947   0.003  0.252   14.945   15.005   15.064   15.146
y_rep[460]      14.448   0.003  0.234   14.448   14.506   14.563   14.646
y_rep[461]      14.811   0.003  0.214   14.810   14.871   14.932   15.016
y_rep[462]      14.568   0.003  0.198   14.569   14.628   14.684   14.765
y_rep[463]      14.138   0.003  0.205   14.137   14.195   14.250   14.336
y_rep[464]      14.121   0.003  0.237   14.123   14.179   14.238   14.323
y_rep[465]      13.837   0.003  0.203   13.838   13.894   13.951   14.031
y_rep[466]      13.843   0.003  0.216   13.845   13.900   13.960   14.043
y_rep[467]      15.420   0.003  0.223   15.419   15.481   15.539   15.623
y_rep[468]      15.061   0.003  0.223   15.058   15.114   15.176   15.259
y_rep[469]      15.239   0.003  0.202   15.243   15.296   15.355   15.433
y_rep[470]      15.700   0.003  0.248   15.699   15.756   15.815   15.900
y_rep[471]      15.971   0.003  0.211   15.970   16.027   16.087   16.167
y_rep[472]      15.619   0.003  0.215   15.620   15.677   15.735   15.814
y_rep[473]      19.094   0.003  0.211   19.093   19.152   19.209   19.290
y_rep[474]      22.133   0.003  0.218   22.132   22.194   22.254   22.336
y_rep[475]      21.787   0.003  0.210   21.790   21.849   21.905   21.986
y_rep[476]      21.830   0.003  0.204   21.829   21.887   21.946   22.030
y_rep[477]      21.577   0.003  0.217   21.574   21.632   21.693   21.775
y_rep[478]      20.609   0.003  0.221   20.608   20.668   20.727   20.805
y_rep[479]      21.443   0.003  0.210   21.445   21.505   21.563   21.638
y_rep[480]      21.243   0.003  0.213   21.243   21.302   21.363   21.444
y_rep[481]      21.079   0.004  0.283   21.088   21.145   21.203   21.281
y_rep[482]      21.022   0.003  0.212   21.018   21.076   21.138   21.218
y_rep[483]      21.279   0.003  0.226   21.278   21.339   21.399   21.480
y_rep[484]      21.323   0.005  0.363   21.328   21.385   21.449   21.522
y_rep[485]      21.599   0.003  0.224   21.592   21.653   21.714   21.799
y_rep[486]      21.793   0.003  0.207   21.795   21.852   21.914   21.990
y_rep[487]      21.421   0.003  0.224   21.415   21.474   21.534   21.618
y_rep[488]      22.386   0.003  0.226   22.385   22.445   22.504   22.589
y_rep[489]      22.167   0.003  0.225   22.166   22.226   22.285   22.369
y_rep[490]      21.456   0.003  0.219   21.455   21.513   21.575   21.656
y_rep[491]      21.503   0.003  0.225   21.501   21.559   21.620   21.702
y_rep[492]      21.199   0.003  0.208   21.201   21.259   21.315   21.395
y_rep[493]      20.763   0.003  0.209   20.765   20.823   20.883   20.960
y_rep[494]      21.137   0.003  0.205   21.133   21.189   21.251   21.336
y_rep[495]      20.982   0.003  0.214   20.983   21.040   21.100   21.176
y_rep[496]      19.073   0.003  0.222   19.070   19.130   19.194   19.282
y_rep[497]      15.846   0.004  0.313   15.848   15.908   15.966   16.057
y_rep[498]      16.445   0.003  0.218   16.442   16.507   16.569   16.652
y_rep[499]      16.640   0.003  0.218   16.638   16.701   16.764   16.843
y_rep[500]      15.702   0.003  0.205   15.702   15.756   15.815   15.896
y_rep[501]      15.850   0.003  0.228   15.853   15.910   15.967   16.054
y_rep[502]      15.439   0.003  0.214   15.441   15.499   15.557   15.635
y_rep[503]      15.630   0.003  0.220   15.630   15.685   15.744   15.826
y_rep[504]      15.654   0.003  0.208   15.654   15.713   15.774   15.849
y_rep[505]      15.262   0.003  0.212   15.263   15.321   15.378   15.459
y_rep[506]      14.950   0.003  0.202   14.949   15.005   15.063   15.140
y_rep[507]      14.781   0.003  0.217   14.780   14.838   14.898   14.982
y_rep[508]      14.196   0.003  0.208   14.197   14.257   14.314   14.392
y_rep[509]      14.490   0.003  0.250   14.489   14.549   14.607   14.693
y_rep[510]      14.137   0.003  0.217   14.137   14.195   14.255   14.336
y_rep[511]      13.570   0.003  0.223   13.565   13.624   13.684   13.761
y_rep[512]      13.699   0.003  0.219   13.698   13.757   13.819   13.897
y_rep[513]      13.266   0.003  0.218   13.267   13.326   13.385   13.463
y_rep[514]      12.844   0.003  0.200   12.846   12.900   12.961   13.035
y_rep[515]      12.882   0.003  0.218   12.880   12.939   12.997   13.078
y_rep[516]      13.204   0.003  0.205   13.201   13.259   13.319   13.404
y_rep[517]      12.816   0.003  0.232   12.814   12.870   12.929   13.013
y_rep[518]      13.021   0.003  0.235   13.025   13.083   13.142   13.222
y_rep[519]      12.980   0.003  0.207   12.982   13.038   13.095   13.171
y_rep[520]      12.386   0.003  0.230   12.381   12.440   12.500   12.579
y_rep[521]      12.702   0.003  0.213   12.702   12.762   12.817   12.899
y_rep[522]      12.567   0.004  0.304   12.565   12.621   12.677   12.756
y_rep[523]      12.342   0.003  0.231   12.344   12.403   12.462   12.540
y_rep[524]      12.188   0.003  0.246   12.189   12.246   12.306   12.386
y_rep[525]      12.295   0.003  0.212   12.297   12.355   12.417   12.496
y_rep[526]      11.792   0.003  0.207   11.793   11.853   11.911   11.988
y_rep[527]      11.729   0.003  0.237   11.729   11.788   11.845   11.924
y_rep[528]      12.245   0.003  0.225   12.242   12.300   12.362   12.449
y_rep[529]      11.998   0.003  0.224   11.997   12.055   12.116   12.198
y_rep[530]      12.292   0.003  0.225   12.295   12.353   12.407   12.489
y_rep[531]      12.107   0.003  0.218   12.106   12.162   12.221   12.302
y_rep[532]      11.458   0.003  0.226   11.462   11.520   11.577   11.649
y_rep[533]      11.712   0.003  0.212   11.713   11.772   11.829   11.909
y_rep[534]      11.877   0.003  0.218   11.872   11.933   11.991   12.066
y_rep[535]      11.674   0.003  0.247   11.673   11.734   11.793   11.869
y_rep[536]      12.664   0.003  0.214   12.661   12.719   12.780   12.861
y_rep[537]      12.266   0.003  0.225   12.266   12.321   12.382   12.465
y_rep[538]      11.831   0.003  0.214   11.828   11.886   11.945   12.023
y_rep[539]      11.869   0.003  0.227   11.871   11.928   11.982   12.064
y_rep[540]      11.558   0.003  0.202   11.556   11.611   11.669   11.751
y_rep[541]      11.497   0.003  0.226   11.496   11.554   11.615   11.696
y_rep[542]      11.580   0.003  0.235   11.584   11.641   11.696   11.772
y_rep[543]      11.338   0.003  0.214   11.337   11.394   11.452   11.531
y_rep[544]      11.148   0.003  0.211   11.145   11.199   11.261   11.350
y_rep[545]      11.704   0.003  0.214   11.702   11.757   11.820   11.903
y_rep[546]      11.323   0.003  0.216   11.321   11.379   11.438   11.518
y_rep[547]      11.374   0.003  0.218   11.376   11.431   11.487   11.561
y_rep[548]      11.296   0.004  0.286   11.296   11.352   11.411   11.490
y_rep[549]      11.620   0.003  0.221   11.621   11.678   11.738   11.820
y_rep[550]      11.550   0.003  0.240   11.549   11.606   11.665   11.743
y_rep[551]      11.264   0.003  0.229   11.264   11.321   11.381   11.463
y_rep[552]      10.989   0.003  0.251   10.990   11.048   11.107   11.190
y_rep[553]      10.852   0.003  0.208   10.853   10.909   10.968   11.049
y_rep[554]      11.038   0.003  0.222   11.039   11.094   11.153   11.230
y_rep[555]      10.975   0.003  0.213   10.974   11.033   11.089   11.170
y_rep[556]      10.427   0.003  0.230   10.426   10.483   10.542   10.622
y_rep[557]      10.245   0.003  0.249   10.244   10.300   10.359   10.437
y_rep[558]      10.332   0.003  0.227   10.333   10.390   10.447   10.528
y_rep[559]      10.063   0.003  0.210   10.059   10.115   10.178   10.258
y_rep[560]      13.251   0.003  0.227   13.253   13.314   13.372   13.454
y_rep[561]      12.796   0.003  0.260   12.803   12.860   12.914   12.992
y_rep[562]      12.646   0.003  0.239   12.649   12.706   12.765   12.844
y_rep[563]      12.993   0.003  0.207   12.994   13.052   13.110   13.185
y_rep[564]      13.469   0.003  0.230   13.469   13.527   13.585   13.659
y_rep[565]      12.970   0.003  0.247   12.971   13.027   13.090   13.165
y_rep[566]      13.195   0.003  0.217   13.196   13.253   13.313   13.388
y_rep[567]      12.919   0.003  0.211   12.918   12.977   13.038   13.123
y_rep[568]      12.513   0.003  0.221   12.517   12.575   12.632   12.711
y_rep[569]      12.852   0.003  0.222   12.851   12.909   12.965   13.040
y_rep[570]      12.715   0.003  0.233   12.715   12.769   12.831   12.911
y_rep[571]      12.678   0.003  0.209   12.676   12.735   12.793   12.874
y_rep[572]      12.311   0.003  0.200   12.310   12.365   12.425   12.503
y_rep[573]      12.359   0.003  0.210   12.361   12.419   12.477   12.555
y_rep[574]      12.104   0.003  0.214   12.102   12.159   12.218   12.300
y_rep[575]      12.319   0.003  0.217   12.320   12.376   12.438   12.521
y_rep[576]      12.065   0.003  0.257   12.062   12.119   12.175   12.253
y_rep[577]      11.974   0.003  0.226   11.975   12.031   12.088   12.169
y_rep[578]      12.344   0.003  0.216   12.343   12.404   12.464   12.542
y_rep[579]      12.342   0.003  0.225   12.344   12.401   12.457   12.531
y_rep[580]      12.039   0.003  0.215   12.042   12.098   12.163   12.240
y_rep[581]      12.134   0.003  0.225   12.135   12.192   12.252   12.337
y_rep[582]      12.172   0.003  0.213   12.172   12.229   12.288   12.371
y_rep[583]      11.015   0.003  0.233   11.015   11.073   11.136   11.218
y_rep[584]      11.062   0.003  0.222   11.062   11.120   11.180   11.264
y_rep[585]      10.847   0.003  0.206   10.848   10.904   10.964   11.045
y_rep[586]      10.473   0.003  0.207   10.476   10.535   10.592   10.675
y_rep[587]      10.601   0.003  0.202   10.600   10.658   10.718   10.799
y_rep[588]      11.234   0.003  0.220   11.235   11.293   11.350   11.431
y_rep[589]      11.260   0.003  0.245   11.261   11.319   11.378   11.454
y_rep[590]      11.542   0.003  0.214   11.542   11.599   11.658   11.739
y_rep[591]      11.598   0.003  0.256   11.602   11.656   11.716   11.799
y_rep[592]      17.704   0.003  0.254   17.704   17.788   17.869   17.965
y_rep[593]      18.662   0.003  0.218   18.661   18.719   18.781   18.858
y_rep[594]      19.196   0.003  0.222   19.195   19.257   19.320   19.398
y_rep[595]      18.579   0.003  0.220   18.581   18.639   18.697   18.775
y_rep[596]      19.075   0.003  0.218   19.075   19.131   19.193   19.277
y_rep[597]      19.430   0.003  0.259   19.430   19.488   19.549   19.633
y_rep[598]      19.299   0.003  0.246   19.293   19.353   19.414   19.499
y_rep[599]      19.598   0.003  0.207   19.601   19.659   19.716   19.793
y_rep[600]      19.392   0.003  0.209   19.391   19.447   19.505   19.589
y_rep[601]      19.470   0.003  0.224   19.471   19.527   19.581   19.659
y_rep[602]      19.584   0.003  0.236   19.584   19.639   19.700   19.787
y_rep[603]      20.438   0.003  0.208   20.438   20.495   20.554   20.637
y_rep[604]      20.193   0.003  0.262   20.195   20.256   20.317   20.394
y_rep[605]      20.014   0.003  0.211   20.015   20.074   20.130   20.212
y_rep[606]      20.360   0.003  0.211   20.366   20.424   20.484   20.558
y_rep[607]      20.401   0.003  0.218   20.404   20.461   20.518   20.596
y_rep[608]      20.441   0.003  0.230   20.436   20.494   20.553   20.637
y_rep[609]      20.722   0.003  0.208   20.718   20.777   20.839   20.924
y_rep[610]      20.390   0.003  0.212   20.392   20.446   20.505   20.584
y_rep[611]      20.723   0.003  0.223   20.725   20.785   20.840   20.917
y_rep[612]      20.422   0.003  0.215   20.423   20.481   20.539   20.618
y_rep[613]      20.094   0.003  0.219   20.095   20.153   20.212   20.288
y_rep[614]      18.240   0.003  0.228   18.240   18.297   18.360   18.436
y_rep[615]      16.399   0.003  0.232   16.401   16.461   16.521   16.600
y_rep[616]      15.423   0.003  0.203   15.422   15.480   15.539   15.617
y_rep[617]      15.677   0.003  0.220   15.677   15.734   15.795   15.876
y_rep[618]      15.218   0.003  0.229   15.213   15.274   15.335   15.415
y_rep[619]      14.652   0.003  0.214   14.653   14.709   14.768   14.845
y_rep[620]      14.646   0.003  0.223   14.646   14.708   14.766   14.849
y_rep[621]      14.738   0.003  0.208   14.742   14.800   14.858   14.937
y_rep[622]      15.261   0.003  0.259   15.262   15.319   15.379   15.463
y_rep[623]      15.418   0.003  0.221   15.420   15.477   15.536   15.612
y_rep[624]      15.137   0.003  0.217   15.136   15.194   15.253   15.330
y_rep[625]      15.098   0.003  0.204   15.096   15.151   15.213   15.296
y_rep[626]      14.534   0.003  0.222   14.532   14.590   14.648   14.731
y_rep[627]      14.394   0.003  0.218   14.395   14.451   14.509   14.589
y_rep[628]      14.098   0.003  0.258   14.097   14.153   14.211   14.297
y_rep[629]      13.804   0.003  0.230   13.799   13.856   13.918   14.002
y_rep[630]      13.777   0.003  0.219   13.779   13.836   13.895   13.975
y_rep[631]      13.355   0.003  0.255   13.356   13.412   13.473   13.557
y_rep[632]      13.389   0.003  0.240   13.392   13.450   13.506   13.582
y_rep[633]      13.434   0.003  0.212   13.433   13.494   13.551   13.637
y_rep[634]      13.230   0.003  0.203   13.233   13.289   13.347   13.426
y_rep[635]      12.762   0.003  0.228   12.766   12.824   12.883   12.963
y_rep[636]      12.688   0.003  0.215   12.689   12.744   12.805   12.883
y_rep[637]      12.263   0.003  0.219   12.264   12.321   12.379   12.456
y_rep[638]      12.752   0.003  0.229   12.752   12.810   12.872   12.956
y_rep[639]      12.972   0.003  0.207   12.973   13.029   13.088   13.170
y_rep[640]      12.794   0.003  0.241   12.796   12.850   12.906   12.988
y_rep[641]      12.580   0.003  0.219   12.579   12.635   12.696   12.774
y_rep[642]      12.807   0.003  0.214   12.809   12.864   12.924   12.998
y_rep[643]      12.509   0.003  0.229   12.508   12.567   12.626   12.708
y_rep[644]      12.342   0.003  0.203   12.341   12.399   12.460   12.540
y_rep[645]      12.338   0.003  0.221   12.332   12.392   12.453   12.537
y_rep[646]      11.934   0.003  0.213   11.936   11.992   12.051   12.134
y_rep[647]      11.941   0.003  0.216   11.939   11.999   12.059   12.141
y_rep[648]      12.048   0.003  0.221   12.050   12.106   12.164   12.246
y_rep[649]      12.381   0.003  0.243   12.380   12.436   12.497   12.579
y_rep[650]      12.423   0.003  0.208   12.429   12.487   12.541   12.619
y_rep[651]      12.532   0.003  0.230   12.530   12.586   12.647   12.731
y_rep[652]      12.456   0.003  0.258   12.457   12.514   12.571   12.647
y_rep[653]      12.479   0.003  0.219   12.480   12.535   12.592   12.676
y_rep[654]      12.505   0.004  0.272   12.504   12.563   12.624   12.705
y_rep[655]      12.535   0.003  0.230   12.535   12.591   12.651   12.731
y_rep[656]      12.488   0.003  0.254   12.487   12.543   12.604   12.685
y_rep[657]      12.518   0.003  0.213   12.519   12.575   12.632   12.713
y_rep[658]      12.527   0.004  0.284   12.526   12.584   12.640   12.722
y_rep[659]      12.565   0.003  0.217   12.564   12.627   12.684   12.762
y_rep[660]      12.358   0.003  0.208   12.362   12.418   12.473   12.551
y_rep[661]      12.000   0.003  0.219   12.002   12.060   12.117   12.193
y_rep[662]      12.125   0.003  0.248   12.125   12.183   12.242   12.326
y_rep[663]      12.121   0.003  0.201   12.120   12.176   12.235   12.316
y_rep[664]      12.441   0.003  0.207   12.441   12.496   12.558   12.635
y_rep[665]      12.733   0.003  0.234   12.734   12.789   12.847   12.926
y_rep[666]      12.204   0.003  0.211   12.207   12.263   12.317   12.401
y_rep[667]      12.424   0.003  0.219   12.426   12.480   12.540   12.622
y_rep[668]      12.058   0.003  0.222   12.060   12.115   12.175   12.250
y_rep[669]      11.884   0.003  0.217   11.884   11.942   11.997   12.080
y_rep[670]      12.079   0.003  0.257   12.081   12.135   12.195   12.275
y_rep[671]      12.377   0.003  0.216   12.377   12.435   12.491   12.573
y_rep[672]      12.145   0.003  0.208   12.144   12.200   12.257   12.336
y_rep[673]      11.863   0.003  0.205   11.862   11.919   11.982   12.063
y_rep[674]      11.915   0.003  0.209   11.916   11.975   12.030   12.111
y_rep[675]      11.778   0.003  0.208   11.779   11.835   11.895   11.972
y_rep[676]      11.909   0.003  0.247   11.910   11.966   12.025   12.104
y_rep[677]      12.062   0.003  0.212   12.066   12.124   12.180   12.260
y_rep[678]      11.533   0.003  0.212   11.531   11.589   11.649   11.728
y_rep[679]      11.518   0.003  0.246   11.517   11.575   11.631   11.714
y_rep[680]      11.111   0.003  0.238   11.107   11.166   11.225   11.306
y_rep[681]      10.902   0.003  0.237   10.905   10.964   11.019   11.100
y_rep[682]      11.240   0.003  0.223   11.239   11.298   11.357   11.434
y_rep[683]      11.508   0.003  0.238   11.506   11.568   11.625   11.706
y_rep[684]      11.256   0.003  0.231   11.254   11.310   11.370   11.451
y_rep[685]      11.030   0.003  0.215   11.031   11.090   11.147   11.224
y_rep[686]      10.884   0.003  0.221   10.879   10.939   10.997   11.088
y_rep[687]      10.612   0.003  0.217   10.617   10.673   10.730   10.808
y_rep[688]      10.958   0.003  0.220   10.962   11.019   11.075   11.154
y_rep[689]      10.765   0.003  0.226   10.769   10.826   10.886   10.961
y_rep[690]      10.906   0.003  0.234   10.909   10.966   11.024   11.105
y_rep[691]      10.900   0.003  0.203   10.900   10.954   11.019   11.095
y_rep[692]      11.008   0.003  0.223   11.008   11.064   11.122   11.202
y_rep[693]      10.681   0.003  0.232   10.680   10.738   10.798   10.879
y_rep[694]      10.667   0.003  0.213   10.666   10.721   10.777   10.858
y_rep[695]      10.602   0.003  0.213   10.598   10.655   10.714   10.798
y_rep[696]      10.467   0.003  0.220   10.468   10.527   10.587   10.667
y_rep[697]      10.322   0.003  0.195   10.325   10.379   10.435   10.511
y_rep[698]      10.161   0.003  0.245   10.159   10.215   10.274   10.359
y_rep[699]      10.435   0.003  0.218   10.438   10.494   10.552   10.625
y_rep[700]      11.137   0.003  0.202   11.138   11.196   11.252   11.335
y_rep[701]      11.030   0.003  0.210   11.032   11.090   11.150   11.224
y_rep[702]      10.871   0.003  0.213   10.869   10.924   10.982   11.065
y_rep[703]      10.939   0.003  0.213   10.936   10.993   11.051   11.133
y_rep[704]      10.876   0.003  0.222   10.878   10.931   10.991   11.072
y_rep[705]      10.860   0.003  0.221   10.855   10.912   10.969   11.054
y_rep[706]      10.752   0.003  0.225   10.751   10.810   10.866   10.947
y_rep[707]      10.981   0.003  0.219   10.977   11.033   11.093   11.179
y_rep[708]      10.901   0.003  0.209   10.902   10.961   11.016   11.097
y_rep[709]      10.746   0.003  0.219   10.747   10.804   10.864   10.949
y_rep[710]      10.758   0.003  0.240   10.760   10.818   10.875   10.965
y_rep[711]      10.595   0.003  0.219   10.595   10.650   10.712   10.790
y_rep[712]      10.458   0.003  0.215   10.456   10.513   10.573   10.656
y_rep[713]      10.249   0.003  0.220   10.249   10.307   10.368   10.442
y_rep[714]      10.132   0.003  0.222   10.133   10.192   10.246   10.330
y_rep[715]      10.016   0.003  0.239   10.018   10.073   10.133   10.213
y_rep[716]      10.106   0.003  0.226   10.105   10.161   10.224   10.305
y_rep[717]       9.796   0.003  0.237    9.800    9.859    9.916    9.992
y_rep[718]       9.679   0.003  0.220    9.680    9.739    9.795    9.876
y_rep[719]      10.047   0.003  0.218   10.047   10.104   10.163   10.241
y_rep[720]      10.096   0.003  0.243   10.093   10.154   10.216   10.300
y_rep[721]      10.476   0.003  0.212   10.471   10.531   10.590   10.672
y_rep[722]       9.760   0.003  0.230    9.759    9.816    9.874    9.955
y_rep[723]      10.159   0.004  0.343   10.154   10.210   10.269   10.348
y_rep[724]      10.472   0.003  0.217   10.474   10.528   10.582   10.660
y_rep[725]      10.557   0.003  0.203   10.555   10.616   10.674   10.751
y_rep[726]      10.665   0.003  0.220   10.664   10.722   10.780   10.863
y_rep[727]      10.352   0.003  0.220   10.352   10.408   10.468   10.546
y_rep[728]      10.433   0.003  0.235   10.436   10.493   10.550   10.634
y_rep[729]      10.429   0.003  0.218   10.430   10.486   10.543   10.626
y_rep[730]      10.624   0.003  0.218   10.620   10.678   10.741   10.824
y_rep[731]      10.609   0.003  0.207   10.607   10.667   10.725   10.812
y_rep[732]      10.657   0.003  0.215   10.654   10.714   10.775   10.859
y_rep[733]      10.500   0.003  0.211   10.496   10.556   10.613   10.693
y_rep[734]      11.306   0.003  0.204   11.306   11.365   11.421   11.501
y_rep[735]      11.617   0.003  0.236   11.619   11.676   11.735   11.811
y_rep[736]      11.338   0.004  0.273   11.333   11.391   11.451   11.533
y_rep[737]      11.380   0.003  0.231   11.379   11.437   11.499   11.574
y_rep[738]      11.484   0.003  0.231   11.481   11.539   11.597   11.680
y_rep[739]      11.388   0.004  0.318   11.387   11.446   11.501   11.587
y_rep[740]      11.727   0.003  0.225   11.729   11.789   11.845   11.927
y_rep[741]      11.608   0.003  0.225   11.610   11.668   11.725   11.807
y_rep[742]      11.751   0.003  0.212   11.752   11.808   11.867   11.952
y_rep[743]      11.767   0.003  0.218   11.766   11.825   11.887   11.969
y_rep[744]      11.562   0.003  0.211   11.560   11.619   11.678   11.759
y_rep[745]      11.646   0.003  0.211   11.644   11.702   11.761   11.841
y_rep[746]      11.347   0.003  0.228   11.343   11.402   11.464   11.544
y_rep[747]      10.938   0.003  0.228   10.936   10.996   11.054   11.136
y_rep[748]      11.061   0.003  0.216   11.063   11.118   11.177   11.259
y_rep[749]      11.205   0.003  0.225   11.207   11.263   11.322   11.404
y_rep[750]      11.252   0.003  0.214   11.248   11.309   11.369   11.453
y_rep[751]      10.851   0.004  0.315   10.849   10.907   10.967   11.046
y_rep[752]      10.767   0.003  0.207   10.766   10.820   10.880   10.962
y_rep[753]      10.989   0.003  0.213   10.987   11.044   11.105   11.185
y_rep[754]      11.281   0.003  0.211   11.284   11.340   11.398   11.478
y_rep[755]      11.550   0.003  0.203   11.550   11.607   11.665   11.741
y_rep[756]      11.215   0.003  0.226   11.214   11.273   11.330   11.408
y_rep[757]      10.614   0.003  0.224   10.617   10.673   10.730   10.809
y_rep[758]      10.488   0.003  0.220   10.487   10.544   10.605   10.684
y_rep[759]      10.721   0.003  0.217   10.721   10.779   10.835   10.913
y_rep[760]      10.439   0.003  0.203   10.440   10.499   10.555   10.634
y_rep[761]      10.570   0.003  0.225   10.571   10.626   10.681   10.762
y_rep[762]      10.985   0.003  0.232   10.984   11.043   11.102   11.185
y_rep[763]      10.502   0.003  0.215   10.504   10.558   10.619   10.702
y_rep[764]      10.448   0.003  0.234   10.448   10.506   10.568   10.651
y_rep[765]      10.206   0.003  0.224   10.207   10.258   10.319   10.405
y_rep[766]      10.325   0.003  0.217   10.328   10.382   10.438   10.522
y_rep[767]      10.125   0.003  0.241   10.122   10.179   10.238   10.321
y_rep[768]      10.303   0.003  0.244   10.300   10.358   10.420   10.501
y_rep[769]      10.264   0.003  0.226   10.268   10.326   10.384   10.464
y_rep[770]      10.092   0.003  0.213   10.091   10.150   10.208   10.289
y_rep[771]      10.251   0.003  0.220   10.253   10.309   10.366   10.444
y_rep[772]      10.220   0.003  0.210   10.222   10.276   10.336   10.412
y_rep[773]      10.210   0.003  0.229   10.211   10.268   10.325   10.411
y_rep[774]      10.809   0.003  0.216   10.809   10.866   10.923   11.011
y_rep[775]      10.622   0.003  0.218   10.622   10.678   10.735   10.822
y_rep[776]      10.296   0.003  0.218   10.298   10.355   10.414   10.488
y_rep[777]      10.170   0.003  0.221   10.170   10.227   10.286   10.365
y_rep[778]       9.876   0.003  0.217    9.875    9.934    9.994   10.071
y_rep[779]      10.389   0.003  0.201   10.389   10.446   10.507   10.585
y_rep[780]      10.281   0.004  0.281   10.283   10.339   10.399   10.475
y_rep[781]      10.005   0.003  0.254   10.005   10.062   10.117   10.194
y_rep[782]      10.142   0.003  0.204   10.143   10.198   10.257   10.336
y_rep[783]       9.917   0.003  0.235    9.919    9.977   10.032   10.111
y_rep[784]       9.900   0.003  0.225    9.899    9.958   10.018   10.097
y_rep[785]       9.659   0.003  0.236    9.657    9.716    9.777    9.857
y_rep[786]       9.618   0.003  0.226    9.619    9.679    9.737    9.815
y_rep[787]       9.556   0.003  0.212    9.557    9.614    9.671    9.753
y_rep[788]      10.004   0.003  0.207   10.005   10.064   10.124   10.204
y_rep[789]      10.478   0.003  0.255   10.479   10.537   10.599   10.674
y_rep[790]      10.297   0.004  0.333   10.299   10.357   10.416   10.497
y_rep[791]      10.042   0.003  0.210   10.047   10.103   10.160   10.238
y_rep[792]      10.106   0.003  0.247   10.102   10.160   10.220   10.301
y_rep[793]      10.016   0.003  0.213   10.019   10.075   10.134   10.214
y_rep[794]      10.587   0.003  0.230   10.586   10.643   10.701   10.779
y_rep[795]      10.461   0.003  0.221   10.463   10.519   10.576   10.661
y_rep[796]      10.173   0.003  0.214   10.170   10.229   10.290   10.370
y_rep[797]      10.042   0.003  0.212   10.040   10.099   10.160   10.244
y_rep[798]      10.338   0.003  0.223   10.337   10.394   10.452   10.535
y_rep[799]      10.452   0.003  0.219   10.452   10.507   10.565   10.647
y_rep[800]      10.339   0.003  0.209   10.338   10.395   10.456   10.530
y_rep[801]      10.355   0.003  0.216   10.356   10.411   10.468   10.546
y_rep[802]       9.884   0.003  0.259    9.885    9.944   10.007   10.088
y_rep[803]       9.943   0.003  0.210    9.946   10.005   10.061   10.146
y_rep[804]      10.366   0.003  0.223   10.365   10.423   10.481   10.560
y_rep[805]      10.206   0.003  0.205   10.210   10.267   10.322   10.401
y_rep[806]      10.254   0.003  0.208   10.255   10.312   10.369   10.447
y_rep[807]      10.323   0.003  0.247   10.321   10.380   10.435   10.513
y_rep[808]      10.258   0.003  0.230   10.259   10.314   10.377   10.459
y_rep[809]      10.217   0.003  0.236   10.216   10.276   10.332   10.411
y_rep[810]      10.595   0.005  0.371   10.590   10.646   10.705   10.788
y_rep[811]      10.013   0.003  0.227   10.017   10.076   10.136   10.215
y_rep[812]       9.554   0.003  0.223    9.552    9.608    9.665    9.750
y_rep[813]       9.824   0.003  0.242    9.823    9.879    9.934   10.015
y_rep[814]      10.146   0.004  0.280   10.147   10.204   10.261   10.340
y_rep[815]       9.863   0.003  0.210    9.865    9.923    9.976   10.054
y_rep[816]      10.127   0.003  0.208   10.126   10.184   10.242   10.326
y_rep[817]       9.659   0.003  0.221    9.661    9.719    9.776    9.857
y_rep[818]       9.605   0.003  0.215    9.606    9.661    9.720    9.802
y_rep[819]       9.635   0.003  0.217    9.634    9.692    9.747    9.830
y_rep[820]       9.464   0.003  0.226    9.462    9.522    9.581    9.666
y_rep[821]       9.414   0.003  0.227    9.416    9.473    9.529    9.609
y_rep[822]       9.670   0.003  0.231    9.668    9.722    9.782    9.863
y_rep[823]       9.614   0.003  0.210    9.615    9.673    9.733    9.808
y_rep[824]       9.467   0.003  0.207    9.465    9.525    9.580    9.664
y_rep[825]       9.257   0.003  0.225    9.254    9.314    9.374    9.455
y_rep[826]       9.733   0.003  0.262    9.736    9.792    9.851    9.935
y_rep[827]       9.782   0.003  0.221    9.779    9.835    9.897    9.980
y_rep[828]       9.522   0.003  0.214    9.521    9.577    9.635    9.718
y_rep[829]       9.494   0.003  0.224    9.491    9.548    9.608    9.693
y_rep[830]       9.667   0.003  0.226    9.669    9.724    9.783    9.857
y_rep[831]       9.654   0.003  0.219    9.653    9.710    9.769    9.845
y_rep[832]       9.889   0.003  0.220    9.888    9.948   10.006   10.088
y_rep[833]       9.854   0.003  0.214    9.851    9.909    9.968   10.047
y_rep[834]       9.999   0.003  0.204    9.997   10.058   10.117   10.194
y_rep[835]      10.104   0.003  0.222   10.102   10.159   10.222   10.307
y_rep[836]      10.125   0.003  0.219   10.121   10.178   10.237   10.321
y_rep[837]      10.177   0.003  0.215   10.177   10.234   10.291   10.371
y_rep[838]      10.058   0.003  0.217   10.062   10.119   10.177   10.259
y_rep[839]       9.844   0.003  0.216    9.843    9.901    9.964   10.045
y_rep[840]       9.828   0.003  0.207    9.827    9.884    9.940   10.022
y_rep[841]      10.113   0.003  0.213   10.112   10.170   10.227   10.301
y_rep[842]      11.547   0.003  0.214   11.547   11.606   11.664   11.745
y_rep[843]      11.211   0.003  0.213   11.209   11.265   11.325   11.406
y_rep[844]      11.429   0.003  0.213   11.428   11.484   11.546   11.634
y_rep[845]      11.344   0.003  0.214   11.345   11.401   11.459   11.539
y_rep[846]      11.575   0.003  0.212   11.574   11.628   11.688   11.769
y_rep[847]      11.932   0.003  0.236   11.934   11.991   12.052   12.131
y_rep[848]      11.930   0.003  0.222   11.928   11.986   12.040   12.119
y_rep[849]      11.742   0.003  0.217   11.740   11.801   11.860   11.939
y_rep[850]      11.921   0.003  0.208   11.916   11.975   12.033   12.115
y_rep[851]      11.993   0.003  0.221   11.991   12.050   12.111   12.196
y_rep[852]      12.123   0.003  0.199   12.122   12.180   12.241   12.322
y_rep[853]      12.004   0.003  0.212   12.003   12.063   12.122   12.205
y_rep[854]      12.110   0.003  0.223   12.109   12.167   12.229   12.307
y_rep[855]      12.016   0.003  0.244   12.015   12.070   12.127   12.207
y_rep[856]      12.049   0.003  0.206   12.046   12.102   12.164   12.239
y_rep[857]      12.031   0.003  0.240   12.034   12.093   12.153   12.228
y_rep[858]      12.514   0.004  0.294   12.517   12.574   12.634   12.712
y_rep[859]      11.989   0.003  0.213   11.991   12.047   12.103   12.181
y_rep[860]      12.044   0.003  0.205   12.042   12.104   12.163   12.246
y_rep[861]      12.014   0.003  0.219   12.013   12.069   12.128   12.214
y_rep[862]      12.271   0.003  0.219   12.272   12.331   12.392   12.471
y_rep[863]      12.292   0.003  0.221   12.288   12.347   12.407   12.487
y_rep[864]      12.193   0.003  0.222   12.192   12.250   12.304   12.383
y_rep[865]      11.609   0.003  0.226   11.609   11.668   11.727   11.812
y_rep[866]      11.883   0.003  0.206   11.882   11.941   11.999   12.084
y_rep[867]      12.158   0.003  0.226   12.159   12.219   12.278   12.361
y_rep[868]      12.095   0.003  0.216   12.094   12.150   12.208   12.291
y_rep[869]      11.735   0.003  0.228   11.734   11.790   11.849   11.931
y_rep[870]      11.808   0.004  0.292   11.812   11.868   11.921   12.001
y_rep[871]      12.590   0.003  0.235   12.587   12.646   12.705   12.788
y_rep[872]      12.608   0.003  0.226   12.605   12.660   12.720   12.805
y_rep[873]      12.566   0.003  0.208   12.567   12.623   12.683   12.761
y_rep[874]      12.724   0.003  0.216   12.728   12.785   12.842   12.918
y_rep[875]      12.489   0.003  0.220   12.489   12.546   12.603   12.683
y_rep[876]      12.450   0.003  0.203   12.451   12.509   12.569   12.645
y_rep[877]      12.347   0.003  0.223   12.345   12.404   12.460   12.536
y_rep[878]      12.387   0.003  0.243   12.383   12.442   12.502   12.579
y_rep[879]      12.359   0.003  0.240   12.358   12.415   12.474   12.561
y_rep[880]      12.164   0.003  0.201   12.165   12.220   12.279   12.357
y_rep[881]      11.874   0.003  0.218   11.873   11.932   11.992   12.067
y_rep[882]      12.002   0.003  0.211   12.004   12.058   12.116   12.197
y_rep[883]      11.840   0.003  0.228   11.841   11.896   11.952   12.029
y_rep[884]      11.866   0.003  0.214   11.869   11.926   11.985   12.063
y_rep[885]      11.818   0.003  0.203   11.815   11.870   11.929   12.010
y_rep[886]      11.899   0.003  0.263   11.897   11.955   12.014   12.097
y_rep[887]      11.758   0.003  0.205   11.758   11.816   11.878   11.953
y_rep[888]      12.006   0.003  0.246   12.011   12.068   12.125   12.201
y_rep[889]      11.730   0.003  0.248   11.734   11.790   11.847   11.925
y_rep[890]      11.439   0.003  0.230   11.443   11.499   11.560   11.636
y_rep[891]      11.509   0.003  0.210   11.509   11.567   11.625   11.705
y_rep[892]      11.283   0.003  0.217   11.284   11.342   11.403   11.483
y_rep[893]      11.001   0.003  0.211   11.002   11.058   11.119   11.205
y_rep[894]      10.412   0.003  0.270   10.416   10.475   10.533   10.614
y_rep[895]      10.108   0.003  0.213   10.107   10.161   10.219   10.302
y_rep[896]       9.893   0.003  0.214    9.889    9.948   10.006   10.084
y_rep[897]       9.924   0.003  0.212    9.929    9.985   10.043   10.126
y_rep[898]       9.642   0.003  0.216    9.641    9.696    9.756    9.840
y_rep[899]       9.790   0.003  0.205    9.786    9.844    9.903    9.981
y_rep[900]       9.752   0.003  0.211    9.749    9.808    9.866    9.944
y_rep[901]       9.648   0.003  0.222    9.648    9.705    9.765    9.847
y_rep[902]       9.721   0.003  0.216    9.722    9.778    9.835    9.916
y_rep[903]       9.859   0.003  0.197    9.858    9.914    9.972   10.051
y_rep[904]       9.831   0.003  0.209    9.831    9.889    9.952   10.030
y_rep[905]       9.705   0.003  0.224    9.709    9.763    9.824    9.899
y_rep[906]       9.990   0.003  0.225    9.989   10.044   10.102   10.189
y_rep[907]       9.613   0.003  0.210    9.617    9.673    9.731    9.804
y_rep[908]       9.578   0.003  0.217    9.578    9.635    9.693    9.774
y_rep[909]       9.331   0.003  0.226    9.338    9.392    9.450    9.534
y_rep[910]       9.343   0.003  0.211    9.347    9.403    9.464    9.539
y_rep[911]       9.311   0.003  0.211    9.315    9.372    9.432    9.504
y_rep[912]       9.767   0.003  0.240    9.767    9.826    9.883    9.962
y_rep[913]       9.542   0.003  0.231    9.544    9.600    9.656    9.735
y_rep[914]       9.253   0.003  0.233    9.255    9.313    9.370    9.444
y_rep[915]       9.701   0.003  0.227    9.703    9.759    9.815    9.895
y_rep[916]       9.560   0.003  0.219    9.558    9.615    9.676    9.753
y_rep[917]       9.500   0.003  0.221    9.502    9.559    9.616    9.698
y_rep[918]       9.372   0.003  0.217    9.373    9.432    9.491    9.571
y_rep[919]       9.376   0.003  0.217    9.375    9.432    9.490    9.574
y_rep[920]       9.030   0.003  0.221    9.031    9.087    9.148    9.222
y_rep[921]       9.195   0.003  0.224    9.191    9.249    9.305    9.391
y_rep[922]       8.985   0.003  0.229    8.982    9.042    9.100    9.180
y_rep[923]       9.012   0.003  0.214    9.011    9.068    9.128    9.212
y_rep[924]       9.285   0.003  0.218    9.287    9.343    9.403    9.484
y_rep[925]       9.265   0.003  0.241    9.267    9.325    9.381    9.458
y_rep[926]       9.230   0.003  0.216    9.232    9.288    9.345    9.428
y_rep[927]       9.268   0.003  0.214    9.266    9.326    9.385    9.467
y_rep[928]       9.555   0.003  0.212    9.555    9.611    9.666    9.748
y_rep[929]       9.289   0.003  0.215    9.289    9.347    9.405    9.492
y_rep[930]       9.855   0.003  0.210    9.853    9.910    9.967   10.052
y_rep[931]       9.900   0.003  0.205    9.899    9.953   10.010   10.095
y_rep[932]       9.756   0.003  0.216    9.759    9.816    9.871    9.954
y_rep[933]       9.566   0.003  0.224    9.566    9.621    9.679    9.761
y_rep[934]       9.422   0.003  0.211    9.423    9.479    9.539    9.619
y_rep[935]       9.419   0.003  0.206    9.419    9.477    9.539    9.617
y_rep[936]       9.734   0.003  0.236    9.732    9.790    9.847    9.921
y_rep[937]       9.882   0.003  0.215    9.888    9.945    9.999   10.073
y_rep[938]       9.546   0.003  0.206    9.545    9.600    9.659    9.739
y_rep[939]       9.543   0.003  0.233    9.542    9.599    9.658    9.734
y_rep[940]       9.390   0.003  0.213    9.389    9.449    9.506    9.586
y_rep[941]       9.373   0.003  0.209    9.375    9.430    9.486    9.563
y_rep[942]       9.357   0.003  0.213    9.357    9.414    9.471    9.553
y_rep[943]       9.540   0.003  0.206    9.539    9.599    9.655    9.738
y_rep[944]       9.199   0.008  0.635    9.193    9.251    9.311    9.393
y_rep[945]       9.198   0.003  0.221    9.198    9.256    9.311    9.396
y_rep[946]       9.208   0.003  0.246    9.207    9.266    9.327    9.413
y_rep[947]       8.826   0.003  0.226    8.829    8.884    8.943    9.022
y_rep[948]       8.776   0.003  0.211    8.779    8.834    8.895    8.974
y_rep[949]       8.456   0.003  0.224    8.458    8.517    8.575    8.653
y_rep[950]       8.261   0.003  0.225    8.268    8.323    8.382    8.457
y_rep[951]       8.132   0.003  0.209    8.131    8.189    8.247    8.329
y_rep[952]       8.481   0.004  0.288    8.481    8.537    8.596    8.675
y_rep[953]       8.174   0.003  0.229    8.171    8.231    8.293    8.374
y_rep[954]       8.444   0.003  0.230    8.442    8.499    8.558    8.642
y_rep[955]       8.493   0.003  0.206    8.493    8.550    8.610    8.684
y_rep[956]       8.437   0.003  0.217    8.438    8.495    8.554    8.631
y_rep[957]       8.388   0.003  0.211    8.389    8.441    8.502    8.583
y_rep[958]       8.364   0.003  0.223    8.365    8.421    8.479    8.558
y_rep[959]       8.214   0.003  0.237    8.214    8.272    8.333    8.415
y_rep[960]       8.555   0.003  0.230    8.554    8.613    8.672    8.752
y_rep[961]       8.995   0.003  0.230    8.995    9.052    9.115    9.194
y_rep[962]       8.693   0.003  0.211    8.691    8.749    8.809    8.892
y_rep[963]       8.742   0.003  0.223    8.739    8.797    8.856    8.937
y_rep[964]       8.612   0.003  0.205    8.612    8.668    8.728    8.808
y_rep[965]       9.139   0.003  0.241    9.139    9.194    9.256    9.335
y_rep[966]       9.177   0.003  0.207    9.178    9.235    9.296    9.381
y_rep[967]       9.307   0.003  0.249    9.309    9.365    9.426    9.507
y_rep[968]       9.291   0.003  0.223    9.293    9.351    9.407    9.491
y_rep[969]       9.356   0.003  0.217    9.360    9.415    9.472    9.557
y_rep[970]       9.515   0.003  0.230    9.513    9.571    9.632    9.714
y_rep[971]       9.985   0.003  0.202    9.984   10.043   10.101   10.180
y_rep[972]      10.044   0.003  0.238   10.045   10.100   10.160   10.243
y_rep[973]      10.377   0.003  0.231   10.377   10.438   10.499   10.579
y_rep[974]      10.454   0.003  0.230   10.456   10.514   10.574   10.650
y_rep[975]      10.518   0.003  0.217   10.517   10.573   10.633   10.717
y_rep[976]      10.465   0.003  0.212   10.463   10.520   10.578   10.661
y_rep[977]      10.436   0.003  0.229   10.437   10.493   10.554   10.635
y_rep[978]      10.391   0.003  0.229   10.393   10.448   10.507   10.591
y_rep[979]      11.040   0.003  0.209   11.042   11.099   11.155   11.236
y_rep[980]      11.041   0.003  0.224   11.043   11.102   11.158   11.236
y_rep[981]      11.075   0.003  0.227   11.076   11.130   11.187   11.268
y_rep[982]      11.376   0.003  0.249   11.379   11.438   11.496   11.574
y_rep[983]      11.542   0.003  0.246   11.539   11.596   11.656   11.743
y_rep[984]      11.501   0.003  0.215   11.503   11.558   11.616   11.694
y_rep[985]      11.768   0.003  0.244   11.766   11.826   11.883   11.966
y_rep[986]      11.705   0.003  0.217   11.705   11.764   11.821   11.901
y_rep[987]      11.666   0.003  0.247   11.665   11.725   11.781   11.865
y_rep[988]      11.633   0.003  0.219   11.631   11.685   11.744   11.824
y_rep[989]      12.169   0.003  0.213   12.166   12.226   12.286   12.366
y_rep[990]      12.806   0.003  0.212   12.805   12.865   12.924   13.005
y_rep[991]      12.833   0.003  0.216   12.835   12.893   12.950   13.026
y_rep[992]      12.721   0.003  0.254   12.723   12.778   12.836   12.916
y_rep[993]      12.618   0.003  0.229   12.620   12.676   12.733   12.813
y_rep[994]      12.656   0.003  0.263   12.655   12.712   12.775   12.850
y_rep[995]      12.595   0.003  0.211   12.593   12.651   12.711   12.797
y_rep[996]      12.360   0.003  0.244   12.360   12.417   12.477   12.556
y_rep[997]      12.418   0.003  0.240   12.418   12.475   12.533   12.614
y_rep[998]      12.138   0.003  0.233   12.144   12.198   12.255   12.334
y_rep[999]      12.104   0.003  0.211   12.105   12.160   12.218   12.296
y_rep[1000]     12.279   0.003  0.214   12.279   12.337   12.395   12.481
y_rep[1001]     12.255   0.003  0.249   12.252   12.311   12.373   12.457
y_rep[1002]     11.836   0.003  0.212   11.834   11.892   11.949   12.036
y_rep[1003]     12.251   0.003  0.214   12.253   12.309   12.361   12.441
y_rep[1004]     12.023   0.003  0.216   12.023   12.080   12.137   12.212
y_rep[1005]     11.731   0.003  0.227   11.730   11.788   11.848   11.926
y_rep[1006]     11.731   0.004  0.271   11.729   11.787   11.848   11.926
y_rep[1007]     11.920   0.003  0.208   11.920   11.978   12.037   12.118
y_rep[1008]     11.614   0.003  0.228   11.613   11.671   11.730   11.806
y_rep[1009]     11.564   0.003  0.242   11.570   11.625   11.685   11.762
y_rep[1010]     11.466   0.003  0.209   11.464   11.522   11.577   11.660
y_rep[1011]     11.292   0.003  0.236   11.295   11.350   11.408   11.485
y_rep[1012]     10.551   0.004  0.274   10.547   10.603   10.665   10.748
y_rep[1013]     10.384   0.003  0.206   10.385   10.446   10.502   10.580
y_rep[1014]     10.431   0.003  0.213   10.432   10.490   10.550   10.633
y_rep[1015]     10.351   0.003  0.210   10.353   10.409   10.468   10.547
y_rep[1016]     10.273   0.003  0.211   10.272   10.330   10.390   10.469
y_rep[1017]     10.202   0.003  0.245   10.198   10.255   10.315   10.401
y_rep[1018]     10.273   0.003  0.220   10.273   10.331   10.390   10.469
y_rep[1019]     10.539   0.003  0.214   10.536   10.595   10.654   10.736
y_rep[1020]     10.784   0.003  0.212   10.783   10.841   10.901   10.987
y_rep[1021]     11.097   0.003  0.227   11.093   11.153   11.210   11.298
y_rep[1022]     11.074   0.003  0.241   11.077   11.132   11.190   11.273
y_rep[1023]     10.729   0.003  0.200   10.729   10.786   10.844   10.927
y_rep[1024]     10.797   0.003  0.215   10.795   10.853   10.918   11.001
y_rep[1025]     11.308   0.004  0.283   11.303   11.358   11.419   11.498
y_rep[1026]     10.704   0.003  0.235   10.702   10.759   10.819   10.897
y_rep[1027]     10.703   0.003  0.224   10.703   10.758   10.816   10.899
y_rep[1028]     10.525   0.003  0.253   10.524   10.582   10.640   10.721
y_rep[1029]     10.670   0.003  0.215   10.672   10.727   10.787   10.868
y_rep[1030]     10.574   0.003  0.217   10.572   10.629   10.690   10.770
y_rep[1031]     10.476   0.003  0.233   10.481   10.537   10.596   10.675
y_rep[1032]     10.571   0.003  0.200   10.574   10.631   10.687   10.762
y_rep[1033]     10.699   0.003  0.226   10.699   10.757   10.817   10.902
y_rep[1034]     10.766   0.007  0.526   10.772   10.829   10.886   10.971
y_rep[1035]     10.720   0.003  0.217   10.718   10.776   10.836   10.922
y_rep[1036]     10.653   0.003  0.224   10.650   10.707   10.767   10.848
y_rep[1037]     10.863   0.005  0.354   10.862   10.921   10.978   11.061
y_rep[1038]     11.292   0.003  0.219   11.291   11.348   11.409   11.493
y_rep[1039]     11.466   0.003  0.217   11.466   11.526   11.580   11.659
y_rep[1040]     11.452   0.003  0.225   11.454   11.511   11.570   11.652
y_rep[1041]     11.325   0.003  0.267   11.322   11.381   11.440   11.526
y_rep[1042]     10.928   0.003  0.213   10.927   10.985   11.046   11.130
y_rep[1043]     10.889   0.003  0.230   10.891   10.945   11.005   11.086
y_rep[1044]     10.735   0.003  0.207   10.738   10.794   10.851   10.932
y_rep[1045]     10.968   0.003  0.221   10.969   11.028   11.087   11.165
y_rep[1046]     10.811   0.003  0.230   10.811   10.868   10.927   11.006
y_rep[1047]     10.692   0.003  0.237   10.690   10.747   10.808   10.893
y_rep[1048]     10.675   0.003  0.218   10.672   10.729   10.786   10.870
y_rep[1049]     10.584   0.003  0.216   10.588   10.646   10.703   10.781
y_rep[1050]     10.584   0.003  0.207   10.584   10.646   10.704   10.786
y_rep[1051]     10.817   0.003  0.225   10.809   10.870   10.928   11.016
y_rep[1052]     10.578   0.003  0.245   10.577   10.634   10.695   10.770
y_rep[1053]     10.228   0.003  0.216   10.223   10.283   10.344   10.422
y_rep[1054]     10.161   0.003  0.269   10.162   10.218   10.276   10.352
y_rep[1055]     10.123   0.003  0.206   10.128   10.185   10.243   10.322
y_rep[1056]      9.875   0.003  0.227    9.874    9.933    9.991   10.078
y_rep[1057]     10.071   0.003  0.204   10.068   10.126   10.188   10.266
y_rep[1058]     10.054   0.003  0.223   10.050   10.109   10.167   10.247
y_rep[1059]      9.729   0.003  0.220    9.730    9.789    9.844    9.924
y_rep[1060]      9.402   0.003  0.209    9.404    9.461    9.518    9.599
y_rep[1061]      8.774   0.003  0.206    8.776    8.831    8.888    8.968
y_rep[1062]      8.614   0.003  0.262    8.618    8.675    8.732    8.814
y_rep[1063]      8.892   0.003  0.217    8.895    8.951    9.009    9.097
y_rep[1064]      9.218   0.003  0.273    9.222    9.276    9.337    9.419
y_rep[1065]      9.183   0.003  0.207    9.181    9.238    9.296    9.381
y_rep[1066]      8.730   0.003  0.234    8.732    8.793    8.852    8.930
y_rep[1067]      8.709   0.004  0.284    8.710    8.767    8.824    8.905
y_rep[1068]      9.451   0.003  0.231    9.453    9.509    9.572    9.652
y_rep[1069]      9.437   0.003  0.212    9.441    9.496    9.553    9.635
y_rep[1070]      9.528   0.003  0.210    9.529    9.587    9.641    9.722
y_rep[1071]      9.429   0.003  0.218    9.424    9.484    9.543    9.623
y_rep[1072]      8.972   0.003  0.205    8.970    9.026    9.087    9.168
y_rep[1073]      8.778   0.003  0.222    8.780    8.837    8.894    8.972
y_rep[1074]      8.964   0.003  0.236    8.970    9.026    9.082    9.162
y_rep[1075]      9.086   0.003  0.225    9.086    9.141    9.203    9.287
y_rep[1076]      9.466   0.003  0.240    9.469    9.522    9.586    9.670
y_rep[1077]      9.323   0.003  0.213    9.323    9.384    9.442    9.522
y_rep[1078]      9.067   0.003  0.225    9.062    9.122    9.178    9.262
y_rep[1079]      8.980   0.004  0.275    8.978    9.037    9.097    9.178
y_rep[1080]      8.640   0.003  0.216    8.641    8.697    8.752    8.837
y_rep[1081]      8.880   0.003  0.250    8.880    8.940    9.001    9.083
y_rep[1082]      8.874   0.003  0.209    8.874    8.932    8.988    9.067
y_rep[1083]      9.106   0.003  0.213    9.104    9.161    9.220    9.303
y_rep[1084]      9.115   0.003  0.238    9.114    9.171    9.230    9.311
y_rep[1085]      8.925   0.003  0.225    8.927    8.983    9.040    9.125
y_rep[1086]      8.851   0.003  0.217    8.853    8.911    8.966    9.048
y_rep[1087]      8.681   0.003  0.235    8.679    8.738    8.797    8.870
y_rep[1088]      8.558   0.003  0.255    8.559    8.616    8.677    8.755
y_rep[1089]      8.683   0.003  0.216    8.686    8.740    8.797    8.883
y_rep[1090]      8.472   0.003  0.214    8.472    8.528    8.587    8.662
y_rep[1091]      8.057   0.003  0.203    8.056    8.114    8.174    8.256
y_rep[1092]      7.774   0.003  0.223    7.774    7.831    7.889    7.976
y_rep[1093]      7.854   0.003  0.210    7.854    7.913    7.974    8.054
y_rep[1094]      7.793   0.003  0.213    7.792    7.852    7.910    7.989
y_rep[1095]      8.855   0.003  0.233    8.855    8.914    8.974    9.047
y_rep[1096]      8.995   0.003  0.223    8.997    9.052    9.110    9.185
y_rep[1097]      9.041   0.003  0.253    9.040    9.097    9.158    9.241
y_rep[1098]      8.900   0.003  0.220    8.898    8.955    9.016    9.089
y_rep[1099]      8.878   0.003  0.215    8.874    8.934    8.991    9.071
y_rep[1100]      8.767   0.003  0.209    8.763    8.821    8.881    8.968
y_rep[1101]      8.808   0.003  0.217    8.806    8.866    8.927    9.006
y_rep[1102]      8.758   0.003  0.218    8.760    8.815    8.872    8.955
y_rep[1103]      8.554   0.003  0.211    8.552    8.610    8.665    8.744
y_rep[1104]      8.567   0.003  0.227    8.567    8.622    8.681    8.765
y_rep[1105]      8.586   0.003  0.216    8.588    8.646    8.706    8.785
y_rep[1106]      8.407   0.003  0.207    8.410    8.467    8.523    8.596
y_rep[1107]      8.562   0.003  0.240    8.562    8.620    8.678    8.759
y_rep[1108]      8.401   0.003  0.249    8.396    8.455    8.518    8.604
y_rep[1109]      8.617   0.003  0.213    8.617    8.673    8.734    8.817
y_rep[1110]      9.002   0.003  0.209    9.000    9.058    9.117    9.197
y_rep[1111]      8.996   0.004  0.291    8.996    9.053    9.106    9.182
y_rep[1112]      8.770   0.003  0.229    8.769    8.826    8.883    8.964
y_rep[1113]      8.908   0.003  0.210    8.908    8.967    9.026    9.105
y_rep[1114]      8.823   0.003  0.227    8.827    8.879    8.938    9.017
y_rep[1115]      8.700   0.003  0.212    8.702    8.760    8.817    8.896
y_rep[1116]      8.910   0.003  0.243    8.911    8.968    9.025    9.111
y_rep[1117]      9.352   0.003  0.218    9.352    9.411    9.473    9.554
y_rep[1118]      8.558   0.003  0.214    8.560    8.617    8.674    8.750
y_rep[1119]      8.652   0.003  0.216    8.649    8.708    8.770    8.849
y_rep[1120]      8.447   0.003  0.217    8.444    8.501    8.561    8.644
y_rep[1121]      8.285   0.004  0.256    8.287    8.344    8.402    8.479
y_rep[1122]      8.680   0.003  0.228    8.679    8.737    8.798    8.885
y_rep[1123]      8.652   0.003  0.222    8.652    8.713    8.774    8.850
y_rep[1124]      8.528   0.003  0.207    8.528    8.585    8.646    8.723
y_rep[1125]      9.313   0.003  0.219    9.313    9.371    9.428    9.511
y_rep[1126]      9.279   0.003  0.204    9.283    9.338    9.390    9.469
y_rep[1127]      9.404   0.003  0.217    9.404    9.461    9.519    9.596
y_rep[1128]      9.353   0.003  0.218    9.352    9.410    9.468    9.553
y_rep[1129]      9.475   0.003  0.221    9.475    9.531    9.588    9.668
y_rep[1130]      9.488   0.003  0.226    9.487    9.544    9.602    9.679
y_rep[1131]      9.582   0.003  0.233    9.582    9.639    9.699    9.775
y_rep[1132]      9.406   0.003  0.226    9.406    9.462    9.520    9.608
y_rep[1133]      9.043   0.003  0.224    9.044    9.101    9.158    9.232
y_rep[1134]      9.084   0.004  0.300    9.081    9.142    9.200    9.289
y_rep[1135]      9.440   0.003  0.250    9.441    9.498    9.555    9.638
y_rep[1136]      9.488   0.003  0.228    9.485    9.543    9.600    9.687
y_rep[1137]      9.586   0.003  0.216    9.588    9.646    9.703    9.782
y_rep[1138]      9.536   0.003  0.232    9.539    9.596    9.655    9.732
y_rep[1139]      9.502   0.003  0.221    9.500    9.558    9.617    9.701
y_rep[1140]      9.366   0.003  0.220    9.363    9.420    9.478    9.566
y_rep[1141]      9.308   0.003  0.240    9.309    9.368    9.428    9.504
y_rep[1142]      9.202   0.003  0.213    9.201    9.263    9.322    9.401
y_rep[1143]      9.249   0.003  0.261    9.252    9.308    9.366    9.448
y_rep[1144]      9.282   0.003  0.220    9.284    9.339    9.398    9.478
y_rep[1145]      9.966   0.003  0.218    9.965   10.023   10.080   10.157
y_rep[1146]      9.874   0.003  0.238    9.875    9.931    9.991   10.072
y_rep[1147]     10.419   0.003  0.222   10.415   10.473   10.535   10.615
y_rep[1148]     10.005   0.003  0.216   10.007   10.063   10.119   10.205
y_rep[1149]     10.643   0.003  0.202   10.642   10.702   10.756   10.838
y_rep[1150]     10.401   0.003  0.226   10.405   10.459   10.515   10.597
y_rep[1151]     10.378   0.003  0.221   10.382   10.437   10.498   10.580
y_rep[1152]     10.316   0.003  0.208   10.318   10.373   10.431   10.511
y_rep[1153]     10.225   0.003  0.228   10.224   10.282   10.338   10.420
y_rep[1154]     10.506   0.003  0.201   10.507   10.566   10.623   10.701
y_rep[1155]     11.999   0.003  0.242   11.995   12.053   12.113   12.202
y_rep[1156]     11.226   0.003  0.221   11.225   11.280   11.343   11.428
y_rep[1157]     11.048   0.003  0.246   11.045   11.102   11.161   11.246
y_rep[1158]     11.173   0.003  0.234   11.172   11.229   11.288   11.375
y_rep[1159]     11.049   0.003  0.217   11.046   11.102   11.161   11.249
y_rep[1160]     10.982   0.003  0.225   10.981   11.042   11.104   11.175
y_rep[1161]     11.127   0.003  0.229   11.125   11.181   11.238   11.318
y_rep[1162]     10.966   0.003  0.205   10.964   11.020   11.076   11.159
y_rep[1163]     10.906   0.003  0.210   10.908   10.968   11.025   11.107
y_rep[1164]     10.991   0.003  0.216   10.989   11.046   11.104   11.187
y_rep[1165]     11.044   0.003  0.216   11.046   11.104   11.163   11.238
y_rep[1166]     11.048   0.006  0.432   11.041   11.097   11.158   11.235
y_rep[1167]     11.204   0.003  0.222   11.205   11.260   11.316   11.396
y_rep[1168]     10.854   0.003  0.227   10.854   10.909   10.969   11.048
y_rep[1169]     10.679   0.003  0.217   10.678   10.735   10.794   10.869
y_rep[1170]     10.567   0.003  0.215   10.560   10.619   10.680   10.766
y_rep[1171]     10.368   0.003  0.237   10.369   10.429   10.487   10.558
y_rep[1172]      9.944   0.003  0.211    9.947   10.003   10.060   10.137
y_rep[1173]     10.258   0.003  0.228   10.257   10.312   10.375   10.457
y_rep[1174]     10.149   0.003  0.218   10.151   10.209   10.268   10.348
y_rep[1175]     10.129   0.003  0.227   10.127   10.183   10.241   10.321
y_rep[1176]     10.193   0.003  0.216   10.192   10.251   10.309   10.389
y_rep[1177]      9.998   0.003  0.230    9.995   10.053   10.113   10.194
y_rep[1178]      9.468   0.003  0.217    9.468    9.525    9.584    9.664
y_rep[1179]      9.627   0.003  0.212    9.627    9.681    9.742    9.822
y_rep[1180]      9.713   0.003  0.218    9.713    9.771    9.832    9.913
y_rep[1181]      9.635   0.003  0.215    9.630    9.687    9.749    9.831
y_rep[1182]      9.572   0.003  0.262    9.570    9.626    9.687    9.762
y_rep[1183]      9.495   0.003  0.224    9.494    9.552    9.610    9.691
y_rep[1184]      9.970   0.003  0.215    9.969   10.027   10.085   10.160
y_rep[1185]     10.059   0.003  0.237   10.058   10.116   10.175   10.258
y_rep[1186]      9.936   0.003  0.227    9.934    9.993   10.051   10.126
y_rep[1187]      9.717   0.003  0.226    9.717    9.774    9.832    9.910
y_rep[1188]     10.213   0.003  0.220   10.213   10.271   10.333   10.418
y_rep[1189]     10.296   0.003  0.250   10.295   10.354   10.412   10.493
y_rep[1190]     10.060   0.003  0.227   10.063   10.119   10.178   10.262
y_rep[1191]     10.194   0.003  0.237   10.196   10.250   10.311   10.393
y_rep[1192]     10.023   0.005  0.384   10.025   10.084   10.141   10.223
y_rep[1193]     10.302   0.003  0.207   10.303   10.360   10.415   10.498
y_rep[1194]     10.443   0.003  0.212   10.446   10.501   10.565   10.643
y_rep[1195]     10.216   0.003  0.232   10.217   10.271   10.330   10.413
y_rep[1196]     11.373   0.003  0.231   11.377   11.436   11.492   11.572
y_rep[1197]     11.513   0.003  0.235   11.517   11.573   11.633   11.713
y_rep[1198]     11.304   0.003  0.207   11.302   11.359   11.416   11.501
y_rep[1199]     11.388   0.003  0.218   11.387   11.446   11.503   11.583
y_rep[1200]     11.488   0.003  0.242   11.491   11.547   11.607   11.691
y_rep[1201]     11.285   0.003  0.253   11.284   11.342   11.403   11.489
y_rep[1202]     11.108   0.003  0.233   11.106   11.163   11.223   11.304
y_rep[1203]     11.219   0.003  0.206   11.219   11.275   11.335   11.412
y_rep[1204]     11.022   0.003  0.214   11.021   11.079   11.140   11.221
y_rep[1205]     11.006   0.003  0.232   11.006   11.064   11.124   11.202
y_rep[1206]     11.056   0.003  0.194   11.055   11.110   11.171   11.247
y_rep[1207]     10.906   0.003  0.220   10.907   10.964   11.020   11.105
y_rep[1208]     10.863   0.005  0.352   10.861   10.917   10.974   11.058
y_rep[1209]     11.005   0.003  0.212   11.004   11.064   11.120   11.196
y_rep[1210]     10.958   0.003  0.201   10.957   11.014   11.074   11.152
y_rep[1211]     10.539   0.002  0.194   10.540   10.595   10.652   10.728
y_rep[1212]     10.644   0.003  0.200   10.645   10.704   10.761   10.841
y_rep[1213]     10.589   0.003  0.212   10.591   10.648   10.704   10.788
y_rep[1214]     10.579   0.003  0.222   10.577   10.635   10.694   10.777
y_rep[1215]     11.091   0.003  0.213   11.093   11.152   11.209   11.291
y_rep[1216]     11.063   0.003  0.222   11.061   11.119   11.177   11.254
y_rep[1217]     10.736   0.005  0.371   10.739   10.796   10.853   10.935
y_rep[1218]     10.691   0.003  0.207   10.695   10.751   10.809   10.886
y_rep[1219]      9.840   0.003  0.239    9.834    9.896    9.957   10.033
y_rep[1220]      9.528   0.003  0.248    9.530    9.587    9.643    9.722
y_rep[1221]     10.021   0.003  0.226   10.020   10.079   10.136   10.216
y_rep[1222]     10.426   0.003  0.226   10.429   10.485   10.546   10.625
y_rep[1223]      9.823   0.003  0.216    9.822    9.882    9.943   10.020
y_rep[1224]     10.016   0.003  0.218   10.017   10.073   10.132   10.212
y_rep[1225]      9.841   0.003  0.229    9.842    9.903    9.960   10.042
y_rep[1226]      9.917   0.003  0.205    9.917    9.973   10.031   10.118
y_rep[1227]     10.244   0.003  0.232   10.240   10.298   10.360   10.442
y_rep[1228]     10.267   0.003  0.223   10.271   10.328   10.388   10.468
y_rep[1229]     10.053   0.003  0.211   10.052   10.108   10.167   10.244
y_rep[1230]      9.933   0.003  0.221    9.933    9.993   10.050   10.130
y_rep[1231]      9.738   0.003  0.214    9.736    9.793    9.852    9.932
y_rep[1232]      9.694   0.003  0.231    9.696    9.750    9.807    9.881
y_rep[1233]      9.563   0.003  0.213    9.566    9.623    9.679    9.758
y_rep[1234]      9.535   0.003  0.213    9.533    9.592    9.648    9.730
y_rep[1235]      9.436   0.002  0.190    9.436    9.492    9.553    9.627
y_rep[1236]      9.247   0.003  0.228    9.245    9.299    9.358    9.435
y_rep[1237]      9.359   0.003  0.199    9.359    9.414    9.476    9.555
y_rep[1238]      9.073   0.003  0.222    9.073    9.133    9.192    9.275
y_rep[1239]      9.297   0.003  0.212    9.300    9.356    9.411    9.488
y_rep[1240]      9.095   0.003  0.205    9.093    9.150    9.207    9.288
y_rep[1241]      9.060   0.003  0.215    9.059    9.114    9.180    9.259
y_rep[1242]      9.238   0.003  0.233    9.238    9.293    9.350    9.428
y_rep[1243]      9.273   0.003  0.214    9.277    9.331    9.385    9.466
y_rep[1244]      8.997   0.003  0.204    8.992    9.052    9.114    9.192
y_rep[1245]      8.869   0.006  0.463    8.861    8.921    8.979    9.067
y_rep[1246]      9.076   0.003  0.214    9.076    9.133    9.193    9.272
y_rep[1247]      8.967   0.003  0.218    8.968    9.024    9.083    9.166
y_rep[1248]      8.754   0.003  0.237    8.752    8.811    8.873    8.949
y_rep[1249]      8.678   0.003  0.231    8.680    8.736    8.793    8.874
y_rep[1250]      8.443   0.003  0.208    8.445    8.504    8.562    8.638
y_rep[1251]      8.279   0.003  0.237    8.282    8.339    8.397    8.476
y_rep[1252]      8.292   0.003  0.231    8.291    8.350    8.410    8.490
y_rep[1253]      8.220   0.003  0.224    8.219    8.277    8.335    8.416
y_rep[1254]      8.422   0.003  0.228    8.420    8.477    8.536    8.617
y_rep[1255]      8.254   0.003  0.208    8.252    8.305    8.362    8.445
y_rep[1256]      8.294   0.003  0.209    8.296    8.353    8.409    8.486
y_rep[1257]      9.390   0.003  0.224    9.393    9.448    9.502    9.582
y_rep[1258]      9.570   0.003  0.199    9.566    9.624    9.683    9.766
y_rep[1259]      9.371   0.003  0.211    9.368    9.427    9.486    9.561
y_rep[1260]      9.467   0.003  0.205    9.467    9.523    9.583    9.661
y_rep[1261]      9.216   0.003  0.230    9.216    9.272    9.329    9.413
y_rep[1262]      8.791   0.003  0.232    8.792    8.848    8.905    8.983
y_rep[1263]      9.053   0.002  0.195    9.056    9.113    9.170    9.246
y_rep[1264]      9.338   0.003  0.235    9.339    9.396    9.459    9.543
y_rep[1265]      9.035   0.003  0.246    9.036    9.091    9.151    9.234
y_rep[1266]      8.849   0.003  0.202    8.846    8.907    8.967    9.048
y_rep[1267]      8.948   0.003  0.210    8.948    9.005    9.063    9.145
y_rep[1268]      8.851   0.003  0.225    8.853    8.912    8.970    9.050
y_rep[1269]      8.864   0.003  0.206    8.866    8.922    8.982    9.057
y_rep[1270]      9.079   0.003  0.218    9.079    9.138    9.195    9.270
y_rep[1271]      9.132   0.003  0.207    9.133    9.191    9.248    9.323
y_rep[1272]      9.163   0.003  0.221    9.162    9.219    9.278    9.362
y_rep[1273]      9.252   0.003  0.226    9.253    9.311    9.373    9.448
y_rep[1274]      9.391   0.003  0.216    9.388    9.448    9.507    9.590
y_rep[1275]      9.337   0.003  0.225    9.339    9.399    9.455    9.530
y_rep[1276]      9.382   0.003  0.215    9.381    9.438    9.497    9.583
y_rep[1277]      9.272   0.003  0.226    9.270    9.329    9.390    9.476
y_rep[1278]      9.217   0.003  0.210    9.219    9.278    9.337    9.417
y_rep[1279]      9.106   0.003  0.212    9.102    9.158    9.220    9.304
y_rep[1280]      8.674   0.003  0.226    8.673    8.731    8.789    8.867
y_rep[1281]      8.532   0.003  0.250    8.533    8.591    8.647    8.727
y_rep[1282]      8.866   0.003  0.237    8.865    8.919    8.979    9.062
y_rep[1283]      8.586   0.003  0.226    8.591    8.646    8.701    8.784
y_rep[1284]      8.450   0.003  0.238    8.448    8.506    8.562    8.641
y_rep[1285]      8.585   0.003  0.222    8.586    8.641    8.699    8.779
y_rep[1286]      8.216   0.003  0.251    8.216    8.272    8.331    8.408
y_rep[1287]      8.014   0.003  0.208    8.014    8.072    8.129    8.209
y_rep[1288]      9.185   0.003  0.265    9.180    9.240    9.297    9.377
y_rep[1289]      8.959   0.003  0.221    8.960    9.018    9.073    9.152
y_rep[1290]      8.916   0.003  0.225    8.918    8.974    9.036    9.121
y_rep[1291]      8.992   0.003  0.216    8.992    9.049    9.107    9.187
y_rep[1292]      8.831   0.003  0.241    8.831    8.890    8.950    9.028
y_rep[1293]      8.507   0.003  0.208    8.510    8.566    8.622    8.700
y_rep[1294]      8.450   0.003  0.228    8.448    8.507    8.568    8.647
y_rep[1295]      8.333   0.003  0.246    8.335    8.391    8.450    8.532
y_rep[1296]      8.165   0.003  0.224    8.170    8.226    8.290    8.370
y_rep[1297]      8.101   0.003  0.228    8.105    8.161    8.216    8.291
y_rep[1298]      8.097   0.003  0.243    8.095    8.149    8.210    8.298
y_rep[1299]      7.787   0.003  0.212    7.790    7.845    7.902    7.986
y_rep[1300]      7.987   0.003  0.221    7.987    8.045    8.101    8.177
y_rep[1301]      7.704   0.003  0.225    7.703    7.760    7.817    7.902
y_rep[1302]      7.881   0.003  0.209    7.878    7.933    7.993    8.073
y_rep[1303]      7.903   0.003  0.218    7.906    7.963    8.019    8.097
y_rep[1304]      7.930   0.003  0.210    7.927    7.984    8.042    8.123
y_rep[1305]      7.938   0.003  0.236    7.934    7.991    8.050    8.140
y_rep[1306]      8.266   0.004  0.302    8.266    8.327    8.387    8.465
y_rep[1307]      8.075   0.003  0.216    8.071    8.130    8.192    8.267
y_rep[1308]      8.007   0.003  0.216    8.009    8.065    8.122    8.204
y_rep[1309]      8.038   0.003  0.240    8.037    8.093    8.151    8.238
y_rep[1310]      8.312   0.003  0.223    8.310    8.366    8.427    8.505
y_rep[1311]      7.813   0.003  0.210    7.813    7.872    7.930    8.013
y_rep[1312]      8.395   0.003  0.215    8.392    8.451    8.509    8.593
y_rep[1313]      8.282   0.003  0.215    8.281    8.338    8.400    8.482
y_rep[1314]      8.392   0.003  0.218    8.395    8.450    8.509    8.586
y_rep[1315]      8.307   0.004  0.286    8.307    8.365    8.425    8.506
y_rep[1316]      8.228   0.003  0.221    8.227    8.284    8.343    8.426
y_rep[1317]      8.426   0.003  0.241    8.426    8.485    8.541    8.620
y_rep[1318]      8.423   0.003  0.203    8.426    8.481    8.538    8.614
y_rep[1319]      9.489   0.003  0.211    9.488    9.546    9.606    9.686
y_rep[1320]      9.697   0.003  0.211    9.696    9.752    9.813    9.896
y_rep[1321]      9.539   0.003  0.245    9.541    9.598    9.654    9.729
y_rep[1322]      9.635   0.003  0.244    9.636    9.693    9.754    9.833
y_rep[1323]      9.525   0.003  0.224    9.529    9.585    9.644    9.722
y_rep[1324]      9.592   0.003  0.233    9.591    9.650    9.707    9.784
y_rep[1325]     10.051   0.003  0.253   10.050   10.110   10.168   10.256
y_rep[1326]      9.757   0.003  0.222    9.756    9.813    9.874    9.949
y_rep[1327]      9.643   0.003  0.231    9.646    9.703    9.761    9.836
y_rep[1328]      9.623   0.003  0.204    9.623    9.679    9.739    9.827
y_rep[1329]      9.503   0.003  0.200    9.501    9.559    9.617    9.701
y_rep[1330]      9.702   0.003  0.225    9.702    9.758    9.815    9.900
y_rep[1331]     10.031   0.003  0.202   10.029   10.085   10.146   10.228
y_rep[1332]      9.816   0.003  0.227    9.815    9.875    9.934   10.011
y_rep[1333]      9.650   0.003  0.211    9.652    9.709    9.769    9.847
y_rep[1334]      9.596   0.003  0.211    9.598    9.651    9.708    9.795
y_rep[1335]      9.447   0.003  0.213    9.448    9.504    9.563    9.643
y_rep[1336]      9.844   0.003  0.235    9.843    9.897    9.958   10.044
y_rep[1337]      9.921   0.003  0.221    9.917    9.976   10.038   10.126
y_rep[1338]      9.632   0.003  0.213    9.631    9.690    9.752    9.830
y_rep[1339]      9.623   0.003  0.229    9.621    9.678    9.738    9.816
y_rep[1340]      9.686   0.005  0.401    9.692    9.752    9.809    9.889
y_rep[1341]      9.732   0.003  0.231    9.734    9.793    9.853    9.940
y_rep[1342]      9.910   0.003  0.235    9.911    9.968   10.026   10.107
y_rep[1343]      9.893   0.003  0.243    9.890    9.948   10.004   10.088
y_rep[1344]      9.935   0.003  0.202    9.934    9.992   10.050   10.131
y_rep[1345]      9.758   0.003  0.211    9.757    9.816    9.872    9.949
y_rep[1346]      9.796   0.003  0.220    9.794    9.854    9.911    9.989
y_rep[1347]      9.665   0.003  0.237    9.666    9.724    9.783    9.865
y_rep[1348]      9.611   0.003  0.225    9.611    9.668    9.725    9.805
y_rep[1349]      9.507   0.003  0.214    9.505    9.563    9.623    9.706
y_rep[1350]      9.694   0.003  0.234    9.690    9.750    9.808    9.886
y_rep[1351]      9.753   0.003  0.219    9.756    9.813    9.872    9.956
y_rep[1352]      9.711   0.003  0.228    9.710    9.768    9.825    9.904
y_rep[1353]      9.976   0.003  0.212    9.976   10.033   10.090   10.169
y_rep[1354]      9.865   0.003  0.226    9.867    9.923    9.982   10.067
y_rep[1355]      9.726   0.003  0.215    9.727    9.785    9.847    9.920
y_rep[1356]      9.756   0.003  0.200    9.756    9.813    9.871    9.950
y_rep[1357]      9.900   0.003  0.205    9.899    9.957   10.014   10.096
y_rep[1358]      9.835   0.008  0.641    9.827    9.882    9.945   10.024
y_rep[1359]      9.371   0.003  0.229    9.372    9.427    9.489    9.569
y_rep[1360]      9.229   0.003  0.208    9.230    9.288    9.346    9.423
y_rep[1361]      8.773   0.003  0.264    8.769    8.829    8.885    8.967
y_rep[1362]      8.684   0.003  0.236    8.682    8.739    8.801    8.882
y_rep[1363]      8.723   0.003  0.246    8.730    8.787    8.843    8.918
y_rep[1364]      8.497   0.003  0.213    8.496    8.555    8.613    8.698
y_rep[1365]      8.541   0.003  0.228    8.541    8.597    8.655    8.735
y_rep[1366]      8.066   0.003  0.249    8.067    8.123    8.180    8.258
y_rep[1367]      8.172   0.003  0.220    8.172    8.227    8.286    8.373
y_rep[1368]      7.888   0.003  0.238    7.890    7.948    8.011    8.094
y_rep[1369]      7.926   0.003  0.206    7.927    7.984    8.045    8.127
y_rep[1370]      7.722   0.003  0.254    7.721    7.780    7.838    7.917
y_rep[1371]      7.542   0.003  0.256    7.542    7.600    7.662    7.743
y_rep[1372]      8.021   0.003  0.211    8.020    8.078    8.141    8.217
y_rep[1373]      8.297   0.003  0.204    8.296    8.355    8.410    8.488
y_rep[1374]      7.994   0.003  0.214    7.995    8.051    8.107    8.191
y_rep[1375]      7.877   0.003  0.207    7.879    7.938    7.992    8.073
y_rep[1376]      7.774   0.003  0.209    7.773    7.829    7.890    7.967
y_rep[1377]      7.671   0.003  0.221    7.672    7.729    7.787    7.865
y_rep[1378]      7.757   0.003  0.213    7.759    7.813    7.871    7.950
y_rep[1379]      7.810   0.003  0.211    7.810    7.868    7.926    8.004
y_rep[1380]      7.482   0.003  0.207    7.480    7.539    7.594    7.668
y_rep[1381]      7.836   0.003  0.219    7.839    7.896    7.949    8.030
y_rep[1382]      8.137   0.003  0.232    8.132    8.191    8.249    8.327
y_rep[1383]      8.018   0.003  0.219    8.019    8.078    8.138    8.212
y_rep[1384]      8.461   0.003  0.214    8.462    8.520    8.577    8.652
y_rep[1385]      8.631   0.003  0.244    8.632    8.686    8.743    8.826
y_rep[1386]      8.435   0.003  0.208    8.433    8.491    8.550    8.636
y_rep[1387]      8.491   0.003  0.269    8.491    8.548    8.606    8.694
y_rep[1388]      8.412   0.003  0.240    8.414    8.473    8.531    8.608
y_rep[1389]      8.301   0.003  0.220    8.298    8.355    8.413    8.496
y_rep[1390]      8.374   0.003  0.212    8.376    8.433    8.488    8.564
y_rep[1391]      8.348   0.003  0.221    8.347    8.404    8.467    8.549
y_rep[1392]      8.256   0.003  0.226    8.254    8.311    8.373    8.457
y_rep[1393]      8.243   0.003  0.225    8.241    8.298    8.357    8.439
y_rep[1394]      8.118   0.003  0.223    8.121    8.178    8.235    8.314
y_rep[1395]      7.853   0.003  0.232    7.852    7.909    7.966    8.045
y_rep[1396]      8.244   0.003  0.205    8.245    8.303    8.357    8.440
y_rep[1397]      8.115   0.003  0.243    8.113    8.169    8.229    8.307
y_rep[1398]      8.780   0.003  0.217    8.781    8.840    8.894    8.980
y_rep[1399]      9.807   0.003  0.226    9.807    9.864    9.926   10.005
y_rep[1400]      9.356   0.003  0.224    9.357    9.415    9.476    9.557
y_rep[1401]      9.561   0.003  0.213    9.562    9.618    9.680    9.757
y_rep[1402]      9.823   0.003  0.200    9.827    9.882    9.941   10.019
y_rep[1403]     10.000   0.003  0.219   10.002   10.059   10.118   10.194
y_rep[1404]      9.881   0.003  0.206    9.880    9.939    9.999   10.081
y_rep[1405]      9.764   0.003  0.209    9.766    9.823    9.880    9.964
y_rep[1406]      9.790   0.003  0.210    9.792    9.849    9.908    9.988
y_rep[1407]      9.660   0.003  0.228    9.658    9.717    9.777    9.858
y_rep[1408]      9.758   0.003  0.210    9.758    9.815    9.875    9.956
y_rep[1409]     10.018   0.003  0.223   10.020   10.076   10.136   10.220
y_rep[1410]      9.961   0.003  0.215    9.961   10.020   10.074   10.155
y_rep[1411]     10.214   0.003  0.218   10.219   10.272   10.333   10.404
y_rep[1412]     10.111   0.003  0.231   10.111   10.168   10.226   10.309
y_rep[1413]     10.208   0.003  0.205   10.210   10.268   10.328   10.405
y_rep[1414]     10.898   0.003  0.218   10.900   10.960   11.018   11.093
y_rep[1415]     13.588   0.003  0.223   13.594   13.652   13.713   13.791
y_rep[1416]     13.286   0.003  0.220   13.283   13.343   13.401   13.481
y_rep[1417]     13.653   0.003  0.217   13.649   13.709   13.767   13.848
y_rep[1418]     13.767   0.004  0.315   13.764   13.825   13.887   13.966
y_rep[1419]     13.994   0.003  0.213   13.994   14.049   14.107   14.190
y_rep[1420]     14.736   0.003  0.214   14.739   14.795   14.854   14.933
y_rep[1421]     14.631   0.003  0.222   14.629   14.686   14.744   14.822
y_rep[1422]     14.509   0.003  0.208   14.510   14.569   14.629   14.708
y_rep[1423]     15.066   0.003  0.199   15.064   15.118   15.176   15.258
y_rep[1424]     18.493   0.003  0.210   18.495   18.554   18.611   18.688
y_rep[1425]     17.949   0.003  0.202   17.950   18.008   18.069   18.148
y_rep[1426]     17.275   0.003  0.207   17.273   17.330   17.389   17.468
y_rep[1427]     17.957   0.003  0.210   17.960   18.020   18.082   18.162
y_rep[1428]     18.029   0.004  0.280   18.031   18.091   18.151   18.230
y_rep[1429]     17.629   0.003  0.222   17.629   17.686   17.744   17.821
y_rep[1430]     17.791   0.003  0.203   17.792   17.851   17.905   17.981
y_rep[1431]     18.546   0.003  0.207   18.544   18.603   18.664   18.742
y_rep[1432]     18.514   0.003  0.235   18.513   18.569   18.628   18.713
y_rep[1433]     18.893   0.003  0.222   18.897   18.956   19.016   19.090
y_rep[1434]     18.395   0.003  0.224   18.398   18.455   18.512   18.589
y_rep[1435]     18.436   0.004  0.292   18.433   18.490   18.551   18.626
y_rep[1436]     18.236   0.003  0.217   18.234   18.291   18.350   18.432
y_rep[1437]     18.268   0.003  0.230   18.264   18.325   18.383   18.465
y_rep[1438]     17.822   0.004  0.315   17.831   17.888   17.944   18.021
y_rep[1439]     18.180   0.004  0.301   18.177   18.235   18.297   18.374
y_rep[1440]     17.768   0.003  0.218   17.769   17.825   17.885   17.968
y_rep[1441]     17.658   0.003  0.210   17.659   17.712   17.771   17.856
y_rep[1442]     16.981   0.003  0.212   16.978   17.039   17.098   17.180
y_rep[1443]     16.860   0.003  0.226   16.861   16.922   16.986   17.067
y_rep[1444]     16.983   0.003  0.229   16.982   17.038   17.101   17.183
y_rep[1445]     16.870   0.003  0.225   16.870   16.930   16.987   17.067
y_rep[1446]     15.854   0.003  0.210   15.858   15.912   15.971   16.052
y_rep[1447]     14.555   0.003  0.222   14.557   14.616   14.675   14.751
y_rep[1448]     14.433   0.003  0.206   14.430   14.488   14.544   14.632
y_rep[1449]     14.336   0.003  0.214   14.335   14.392   14.454   14.536
y_rep[1450]     13.476   0.003  0.251   13.477   13.535   13.593   13.672
y_rep[1451]     14.970   0.003  0.219   14.969   15.030   15.090   15.167
y_rep[1452]     14.709   0.004  0.283   14.714   14.768   14.827   14.912
y_rep[1453]     15.505   0.003  0.243   15.507   15.562   15.620   15.698
y_rep[1454]     15.425   0.003  0.229   15.428   15.487   15.547   15.628
y_rep[1455]     15.528   0.004  0.284   15.530   15.589   15.647   15.729
y_rep[1456]     15.945   0.003  0.212   15.946   16.005   16.060   16.142
y_rep[1457]     16.249   0.003  0.206   16.248   16.306   16.364   16.440
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y_rep[1460]     16.285   0.003  0.217   16.287   16.345   16.401   16.483
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log_lik[2]      -2.785   0.001  0.091   -2.781   -2.745   -2.707   -2.670
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log_lik[4]      -0.832   0.001  0.092   -0.833   -0.792   -0.755   -0.712
log_lik[5]      -0.116   0.003  0.180   -0.118   -0.033    0.037    0.119
log_lik[6]      -0.225   0.001  0.109   -0.224   -0.177   -0.132   -0.086
log_lik[7]       0.568   0.002  0.132    0.574    0.633    0.682    0.733
log_lik[8]      -1.871   0.003  0.173   -1.872   -1.795   -1.725   -1.648
log_lik[9]      -0.411   0.001  0.091   -0.412   -0.372   -0.334   -0.293
log_lik[10]      0.660   0.001  0.078    0.663    0.696    0.727    0.760
log_lik[11]      0.809   0.001  0.069    0.811    0.841    0.867    0.896
log_lik[12]      1.130   0.000  0.033    1.131    1.145    1.157    1.172
log_lik[13]     -0.463   0.001  0.106   -0.462   -0.418   -0.377   -0.327
log_lik[14]      0.318   0.001  0.096    0.319    0.361    0.399    0.441
log_lik[15]     -0.246   0.003  0.209   -0.246   -0.150   -0.066    0.028
log_lik[16]      0.986   0.001  0.047    0.987    1.008    1.027    1.046
log_lik[17]      1.126   0.001  0.035    1.127    1.142    1.155    1.169
log_lik[18]      0.331   0.001  0.097    0.333    0.375    0.414    0.456
log_lik[19]      0.104   0.001  0.088    0.104    0.143    0.178    0.218
log_lik[20]      0.941   0.001  0.061    0.944    0.970    0.993    1.017
log_lik[21]     -1.677   0.001  0.081   -1.677   -1.641   -1.608   -1.572
log_lik[22]      1.094   0.000  0.034    1.095    1.109    1.123    1.137
log_lik[23]     -1.607   0.001  0.084   -1.607   -1.571   -1.535   -1.498
log_lik[24]      1.106   0.000  0.035    1.107    1.122    1.135    1.150
log_lik[25]      0.060   0.001  0.083    0.061    0.096    0.130    0.167
log_lik[26]      0.715   0.001  0.083    0.718    0.754    0.786    0.819
log_lik[27]     -0.597   0.001  0.101   -0.596   -0.553   -0.512   -0.467
log_lik[28]      0.377   0.002  0.121    0.381    0.433    0.479    0.530
log_lik[29]      0.101   0.001  0.068    0.103    0.132    0.158    0.188
log_lik[30]     -0.502   0.001  0.089   -0.502   -0.461   -0.425   -0.387
log_lik[31]      1.119   0.000  0.034    1.120    1.134    1.148    1.162
log_lik[32]      1.024   0.001  0.048    1.025    1.047    1.065    1.083
log_lik[33]      1.137   0.000  0.030    1.137    1.150    1.162    1.176
log_lik[34]      0.033   0.001  0.057    0.033    0.059    0.082    0.105
log_lik[35]      1.045   0.001  0.073    1.054    1.083    1.107    1.129
log_lik[36]     -0.722   0.001  0.070   -0.722   -0.691   -0.663   -0.633
log_lik[37]      0.894   0.001  0.055    0.896    0.920    0.941    0.965
log_lik[38]     -2.600   0.002  0.155   -2.601   -2.534   -2.469   -2.399
log_lik[39]      0.378   0.001  0.060    0.379    0.406    0.429    0.454
log_lik[40]      1.120   0.000  0.032    1.120    1.134    1.147    1.160
log_lik[41]      1.124   0.000  0.031    1.125    1.138    1.150    1.163
log_lik[42]      0.995   0.001  0.041    0.996    1.014    1.030    1.048
log_lik[43]     -1.760   0.001  0.067   -1.760   -1.730   -1.703   -1.673
log_lik[44]      0.805   0.001  0.068    0.807    0.837    0.863    0.890
log_lik[45]     -0.071   0.001  0.074   -0.070   -0.038   -0.008    0.023
log_lik[46]     -0.024   0.001  0.085   -0.023    0.015    0.048    0.085
log_lik[47]     -0.101   0.001  0.089   -0.102   -0.064   -0.027    0.014
log_lik[48]      1.136   0.000  0.030    1.136    1.149    1.161    1.174
log_lik[49]     -1.639   0.001  0.092   -1.640   -1.599   -1.562   -1.520
log_lik[50]      0.614   0.001  0.077    0.616    0.650    0.680    0.711
log_lik[51]      0.014   0.001  0.094    0.014    0.056    0.095    0.134
log_lik[52]     -0.367   0.001  0.096   -0.368   -0.326   -0.286   -0.241
log_lik[53]      0.928   0.000  0.036    0.928    0.944    0.958    0.974
log_lik[54]      0.524   0.001  0.052    0.525    0.547    0.568    0.592
log_lik[55]      0.816   0.001  0.068    0.818    0.848    0.875    0.902
log_lik[56]      0.570   0.001  0.047    0.570    0.591    0.610    0.631
log_lik[57]     -0.597   0.001  0.092   -0.598   -0.557   -0.519   -0.477
log_lik[58]     -0.190   0.001  0.064   -0.189   -0.161   -0.135   -0.107
log_lik[59]      0.221   0.001  0.061    0.221    0.249    0.274    0.299
log_lik[60]      0.797   0.001  0.041    0.797    0.816    0.832    0.849
log_lik[61]      0.785   0.002  0.135    0.794    0.852    0.902    0.949
log_lik[62]     -0.240   0.001  0.062   -0.240   -0.212   -0.186   -0.159
log_lik[63]     -0.488   0.001  0.069   -0.488   -0.457   -0.428   -0.398
log_lik[64]     -0.007   0.001  0.060   -0.007    0.019    0.045    0.070
log_lik[65]      0.232   0.001  0.064    0.234    0.262    0.286    0.312
log_lik[66]     -0.852   0.001  0.063   -0.853   -0.825   -0.798   -0.771
log_lik[67]      0.557   0.001  0.044    0.557    0.577    0.594    0.613
log_lik[68]      1.084   0.000  0.032    1.084    1.099    1.111    1.125
log_lik[69]      1.098   0.001  0.036    1.099    1.115    1.129    1.145
log_lik[70]     -0.871   0.001  0.076   -0.872   -0.838   -0.807   -0.773
log_lik[71]      0.695   0.001  0.060    0.697    0.724    0.746    0.770
log_lik[72]      0.480   0.001  0.090    0.482    0.522    0.557    0.593
log_lik[73]      0.526   0.001  0.042    0.527    0.545    0.562    0.580
log_lik[74]     -0.059   0.001  0.051   -0.058   -0.036   -0.016    0.006
log_lik[75]     -1.641   0.001  0.064   -1.640   -1.611   -1.587   -1.559
log_lik[76]      0.872   0.001  0.046    0.873    0.893    0.911    0.931
log_lik[77]      0.793   0.000  0.033    0.795    0.809    0.822    0.836
log_lik[78]      1.038   0.000  0.030    1.038    1.052    1.064    1.077
log_lik[79]      0.216   0.001  0.052    0.217    0.240    0.259    0.283
log_lik[80]     -0.112   0.001  0.075   -0.111   -0.078   -0.050   -0.016
log_lik[81]     -1.100   0.001  0.060   -1.101   -1.073   -1.048   -1.022
log_lik[82]      1.051   0.000  0.029    1.051    1.064    1.076    1.088
log_lik[83]      1.123   0.000  0.030    1.123    1.136    1.148    1.161
log_lik[84]      1.139   0.000  0.030    1.139    1.152    1.164    1.178
log_lik[85]      1.006   0.000  0.032    1.006    1.021    1.033    1.048
log_lik[86]      0.765   0.001  0.060    0.767    0.793    0.816    0.840
log_lik[87]      0.263   0.001  0.084    0.265    0.302    0.334    0.369
log_lik[88]      1.091   0.000  0.030    1.091    1.105    1.116    1.131
log_lik[89]      0.380   0.001  0.060    0.381    0.407    0.431    0.455
log_lik[90]      0.937   0.001  0.060    0.940    0.966    0.990    1.012
log_lik[91]      0.966   0.000  0.035    0.966    0.981    0.995    1.010
log_lik[92]      1.070   0.000  0.030    1.070    1.083    1.095    1.109
log_lik[93]      0.457   0.001  0.043    0.456    0.477    0.494    0.511
log_lik[94]      0.777   0.001  0.042    0.778    0.796    0.813    0.832
log_lik[95]      0.434   0.001  0.056    0.434    0.460    0.483    0.507
log_lik[96]      0.899   0.001  0.044    0.900    0.919    0.936    0.956
log_lik[97]      1.089   0.000  0.031    1.090    1.103    1.115    1.129
log_lik[98]      1.017   0.001  0.037    1.018    1.034    1.048    1.063
log_lik[99]      0.814   0.000  0.036    0.814    0.830    0.846    0.862
log_lik[100]     1.137   0.000  0.030    1.138    1.150    1.162    1.176
log_lik[101]     1.110   0.000  0.034    1.110    1.125    1.138    1.154
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log_lik[103]    -2.303   0.001  0.072   -2.301   -2.270   -2.240   -2.212
log_lik[104]     0.802   0.001  0.084    0.805    0.840    0.875    0.909
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log_lik[107]     1.060   0.000  0.030    1.060    1.073    1.085    1.099
log_lik[108]     0.714   0.001  0.045    0.714    0.735    0.753    0.771
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log_lik[110]    -1.359   0.001  0.079   -1.359   -1.324   -1.293   -1.257
log_lik[111]     1.069   0.000  0.031    1.069    1.083    1.096    1.109
log_lik[112]     0.970   0.001  0.038    0.971    0.987    1.002    1.018
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log_lik[115]     0.724   0.001  0.053    0.725    0.749    0.770    0.792
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log_lik[120]     0.914   0.000  0.030    0.914    0.927    0.939    0.952
log_lik[121]    -1.530   0.001  0.061   -1.530   -1.504   -1.478   -1.450
log_lik[122]     0.610   0.001  0.047    0.610    0.631    0.650    0.671
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log_lik[125]     0.964   0.001  0.058    0.967    0.991    1.014    1.038
log_lik[126]     0.430   0.001  0.062    0.430    0.458    0.482    0.508
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log_lik[220]     0.970   0.000  0.035    0.971    0.986    1.000    1.015
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log_lik[231]     0.794   0.001  0.041    0.794    0.813    0.829    0.847
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log_lik[263]    -0.104   0.001  0.084   -0.104   -0.067   -0.032    0.004
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log_lik[265]    -3.530   0.001  0.104   -3.526   -3.482   -3.441   -3.399
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log_lik[273]    -2.358   0.001  0.072   -2.357   -2.326   -2.296   -2.264
log_lik[274]    -0.400   0.001  0.084   -0.400   -0.363   -0.329   -0.294
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log_lik[277]     0.833   0.001  0.042    0.834    0.852    0.868    0.887
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log_lik[588]     0.792   0.000  0.035    0.793    0.808    0.822    0.836
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log_lik[600]     0.735   0.001  0.103    0.738    0.786    0.824    0.865
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log_lik[602]     0.788   0.001  0.083    0.791    0.826    0.859    0.892
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log_lik[604]     1.064   0.002  0.093    1.088    1.116    1.134    1.152
log_lik[605]    -2.416   0.001  0.104   -2.414   -2.371   -2.330   -2.280
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log_lik[608]     1.024   0.001  0.063    1.029    1.056    1.078    1.099
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log_lik[613]    -2.991   0.002  0.131   -2.989   -2.932   -2.879   -2.824
log_lik[614]    -4.117   0.003  0.180   -4.111   -4.035   -3.966   -3.893
log_lik[615]    -0.964   0.001  0.100   -0.963   -0.920   -0.879   -0.837
log_lik[616]     0.434   0.003  0.219    0.443    0.541    0.625    0.708
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log_lik[618]    -2.428   0.002  0.130   -2.426   -2.370   -2.322   -2.262
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log_lik[624]     0.770   0.001  0.095    0.774    0.816    0.850    0.888
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log_lik[629]     0.861   0.001  0.076    0.864    0.897    0.926    0.956
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log_lik[633]    -0.862   0.001  0.084   -0.862   -0.824   -0.791   -0.753
log_lik[634]     0.596   0.001  0.054    0.597    0.621    0.642    0.664
log_lik[635]     0.171   0.001  0.095    0.172    0.215    0.253    0.293
log_lik[636]    -2.659   0.001  0.086   -2.656   -2.620   -2.585   -2.550
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log_lik[643]     0.871   0.001  0.048    0.872    0.892    0.912    0.933
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log_lik[645]     0.738   0.000  0.032    0.739    0.753    0.766    0.779
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log_lik[649]    -0.739   0.001  0.078   -0.740   -0.704   -0.673   -0.637
log_lik[650]     0.823   0.000  0.032    0.823    0.838    0.850    0.865
log_lik[651]     0.714   0.001  0.097    0.718    0.760    0.795    0.835
log_lik[652]    -0.098   0.001  0.068   -0.099   -0.068   -0.040   -0.011
log_lik[653]     0.230   0.001  0.070    0.230    0.262    0.291    0.321
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log_lik[655]     0.742   0.000  0.035    0.743    0.758    0.772    0.787
log_lik[656]     0.276   0.001  0.048    0.277    0.298    0.317    0.336
log_lik[657]     1.112   0.000  0.029    1.113    1.125    1.137    1.149
log_lik[658]    -0.220   0.001  0.051   -0.220   -0.197   -0.177   -0.155
log_lik[659]     0.703   0.000  0.033    0.703    0.719    0.732    0.747
log_lik[660]     0.076   0.001  0.084    0.077    0.114    0.147    0.181
log_lik[661]     0.842   0.001  0.052    0.844    0.866    0.885    0.907
log_lik[662]     0.930   0.001  0.068    0.933    0.962    0.988    1.013
log_lik[663]     0.752   0.000  0.031    0.752    0.766    0.779    0.792
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log_lik[665]    -0.254   0.001  0.065   -0.253   -0.225   -0.198   -0.171
log_lik[666]     0.610   0.000  0.035    0.610    0.625    0.639    0.655
log_lik[667]    -1.606   0.001  0.063   -1.606   -1.579   -1.553   -1.526
log_lik[668]    -0.453   0.001  0.062   -0.452   -0.425   -0.401   -0.374
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log_lik[672]     0.975   0.000  0.029    0.975    0.988    0.999    1.012
log_lik[673]     0.854   0.001  0.037    0.854    0.870    0.886    0.901
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log_lik[675]     0.898   0.000  0.037    0.899    0.914    0.929    0.945
log_lik[676]     0.998   0.000  0.028    0.998    1.011    1.022    1.035
log_lik[677]    -0.379   0.001  0.070   -0.379   -0.348   -0.320   -0.288
log_lik[678]     0.616   0.001  0.043    0.616    0.634    0.652    0.671
log_lik[679]    -0.369   0.001  0.055   -0.369   -0.345   -0.323   -0.298
log_lik[680]     1.063   0.000  0.032    1.063    1.077    1.090    1.103
log_lik[681]     1.045   0.000  0.029    1.045    1.057    1.069    1.082
log_lik[682]     1.102   0.000  0.029    1.102    1.115    1.127    1.140
log_lik[683]     0.870   0.000  0.030    0.870    0.884    0.895    0.907
log_lik[684]     0.975   0.001  0.061    0.979    1.003    1.025    1.049
log_lik[685]     0.217   0.001  0.047    0.218    0.238    0.256    0.277
log_lik[686]     0.822   0.000  0.031    0.823    0.836    0.848    0.860
log_lik[687]     0.939   0.000  0.037    0.939    0.956    0.970    0.985
log_lik[688]     0.051   0.001  0.058    0.051    0.077    0.099    0.125
log_lik[689]    -0.786   0.001  0.060   -0.785   -0.760   -0.736   -0.708
log_lik[690]     0.226   0.002  0.095    0.229    0.272    0.308    0.347
log_lik[691]     0.762   0.001  0.060    0.764    0.789    0.813    0.837
log_lik[692]    -0.351   0.001  0.058   -0.352   -0.325   -0.303   -0.276
log_lik[693]     0.077   0.001  0.067    0.077    0.107    0.135    0.164
log_lik[694]    -0.188   0.001  0.060   -0.189   -0.163   -0.137   -0.111
log_lik[695]     0.817   0.001  0.037    0.818    0.834    0.849    0.865
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log_lik[697]     0.811   0.001  0.041    0.812    0.830    0.846    0.863
log_lik[698]     0.060   0.001  0.060    0.060    0.086    0.111    0.136
log_lik[699]    -2.479   0.002  0.138   -2.476   -2.419   -2.365   -2.304
log_lik[700]     0.376   0.001  0.044    0.377    0.397    0.413    0.432
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log_lik[702]     0.887   0.001  0.037    0.888    0.904    0.918    0.935
log_lik[703]    -0.130   0.001  0.063   -0.131   -0.102   -0.076   -0.048
log_lik[704]     0.399   0.001  0.048    0.400    0.420    0.441    0.459
log_lik[705]     1.121   0.000  0.030    1.122    1.134    1.146    1.159
log_lik[706]     0.702   0.001  0.042    0.703    0.721    0.737    0.756
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log_lik[709]     1.020   0.000  0.033    1.020    1.035    1.048    1.063
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log_lik[711]    -0.540   0.001  0.083   -0.542   -0.504   -0.468   -0.431
log_lik[712]    -0.094   0.001  0.062   -0.094   -0.066   -0.042   -0.015
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log_lik[719]     1.030   0.001  0.039    1.031    1.047    1.063    1.080
log_lik[720]    -1.767   0.001  0.080   -1.766   -1.730   -1.700   -1.665
log_lik[721]    -0.296   0.001  0.094   -0.297   -0.253   -0.215   -0.172
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log_lik[727]     0.726   0.001  0.050    0.727    0.749    0.769    0.791
log_lik[728]     1.126   0.000  0.030    1.126    1.139    1.151    1.164
log_lik[729]     0.993   0.000  0.034    0.994    1.008    1.021    1.036
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log_lik[732]     0.419   0.001  0.070    0.420    0.452    0.479    0.508
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log_lik[796]     0.679   0.001  0.056    0.680    0.703    0.726    0.749
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log_lik[798]    -0.508   0.001  0.098   -0.508   -0.464   -0.424   -0.382
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log_lik[802]     0.680   0.001  0.044    0.680    0.699    0.717    0.735
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log_lik[804]     0.853   0.001  0.039    0.854    0.870    0.886    0.904
log_lik[805]     1.071   0.000  0.032    1.071    1.085    1.098    1.113
log_lik[806]     1.075   0.001  0.037    1.075    1.092    1.107    1.123
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log_lik[809]     0.575   0.001  0.052    0.575    0.598    0.619    0.642
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log_lik[815]     0.756   0.001  0.044    0.756    0.776    0.792    0.812
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log_lik[820]     0.418   0.001  0.050    0.419    0.439    0.460    0.483
log_lik[821]     0.789   0.001  0.064    0.790    0.818    0.844    0.872
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log_lik[825]     1.124   0.000  0.030    1.124    1.137    1.149    1.163
log_lik[826]     0.471   0.001  0.047    0.472    0.493    0.511    0.531
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log_lik[829]     0.914   0.000  0.036    0.914    0.930    0.944    0.960
log_lik[830]     1.041   0.000  0.033    1.042    1.056    1.068    1.082
log_lik[831]     0.707   0.001  0.038    0.707    0.724    0.740    0.757
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log_lik[834]    -0.941   0.001  0.061   -0.940   -0.915   -0.891   -0.863
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log_lik[836]     1.024   0.000  0.031    1.025    1.038    1.050    1.064
log_lik[837]     0.045   0.001  0.079    0.045    0.080    0.114    0.147
log_lik[838]     0.240   0.001  0.048    0.240    0.262    0.281    0.302
log_lik[839]     0.836   0.000  0.035    0.836    0.852    0.866    0.881
log_lik[840]    -2.417   0.001  0.077   -2.416   -2.382   -2.351   -2.320
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log_lik[845]     0.631   0.001  0.071    0.633    0.663    0.690    0.722
log_lik[846]    -0.041   0.001  0.065   -0.042   -0.012    0.013    0.042
log_lik[847]     1.017   0.001  0.051    1.019    1.042    1.060    1.082
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log_lik[849]     0.852   0.000  0.030    0.851    0.865    0.877    0.889
log_lik[850]     0.655   0.001  0.044    0.656    0.675    0.693    0.711
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log_lik[852]     1.064   0.001  0.037    1.063    1.080    1.095    1.111
log_lik[853]     0.618   0.000  0.034    0.618    0.633    0.647    0.662
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log_lik[856]     0.782   0.001  0.046    0.783    0.803    0.820    0.839
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log_lik[858]    -0.920   0.002  0.098   -0.920   -0.876   -0.837   -0.793
log_lik[859]     0.849   0.001  0.060    0.850    0.875    0.899    0.924
log_lik[860]     1.105   0.000  0.031    1.105    1.119    1.130    1.144
log_lik[861]     1.132   0.000  0.030    1.132    1.145    1.157    1.170
log_lik[862]    -0.046   0.001  0.077   -0.046   -0.011    0.021    0.053
log_lik[863]     0.398   0.001  0.055    0.400    0.423    0.444    0.467
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log_lik[865]     1.135   0.000  0.031    1.135    1.148    1.161    1.173
log_lik[866]     0.026   0.001  0.068    0.026    0.056    0.083    0.112
log_lik[867]     0.519   0.001  0.066    0.519    0.550    0.576    0.602
log_lik[868]     0.011   0.001  0.080    0.012    0.047    0.077    0.113
log_lik[869]    -0.279   0.001  0.063   -0.279   -0.251   -0.226   -0.198
log_lik[870]    -3.189   0.001  0.095   -3.187   -3.146   -3.107   -3.069
log_lik[871]     1.129   0.000  0.031    1.129    1.143    1.155    1.168
log_lik[872]     1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[873]     0.243   0.001  0.044    0.243    0.263    0.281    0.300
log_lik[874]     0.373   0.001  0.048    0.374    0.395    0.414    0.434
log_lik[875]     1.140   0.000  0.030    1.139    1.153    1.165    1.178
log_lik[876]     0.589   0.001  0.043    0.589    0.609    0.626    0.644
log_lik[877]     1.135   0.000  0.030    1.135    1.148    1.160    1.173
log_lik[878]     1.003   0.000  0.028    1.003    1.015    1.027    1.040
log_lik[879]     0.919   0.000  0.035    0.920    0.935    0.949    0.963
log_lik[880]     0.551   0.001  0.039    0.552    0.569    0.584    0.601
log_lik[881]     1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[882]     0.669   0.001  0.042    0.670    0.688    0.704    0.724
log_lik[883]     1.015   0.000  0.030    1.015    1.028    1.040    1.054
log_lik[884]     0.154   0.001  0.049    0.154    0.176    0.196    0.218
log_lik[885]     1.088   0.001  0.040    1.090    1.106    1.122    1.137
log_lik[886]    -0.323   0.001  0.060   -0.322   -0.297   -0.272   -0.247
log_lik[887]     0.828   0.000  0.032    0.828    0.842    0.855    0.869
log_lik[888]     1.141   0.000  0.030    1.141    1.154    1.166    1.179
log_lik[889]     0.978   0.000  0.030    0.978    0.991    1.003    1.016
log_lik[890]     1.104   0.000  0.033    1.104    1.119    1.131    1.147
log_lik[891]     0.251   0.001  0.058    0.252    0.278    0.301    0.325
log_lik[892]    -0.407   0.001  0.057   -0.407   -0.381   -0.359   -0.333
log_lik[893]    -2.236   0.001  0.083   -2.235   -2.199   -2.167   -2.130
log_lik[894]     1.085   0.000  0.033    1.085    1.100    1.113    1.128
log_lik[895]     1.112   0.000  0.030    1.112    1.124    1.137    1.150
log_lik[896]     0.766   0.001  0.049    0.766    0.788    0.806    0.829
log_lik[897]    -0.235   0.001  0.059   -0.236   -0.210   -0.185   -0.158
log_lik[898]    -0.179   0.001  0.073   -0.178   -0.145   -0.118   -0.086
log_lik[899]     0.499   0.001  0.043    0.500    0.519    0.535    0.553
log_lik[900]    -0.039   0.001  0.064   -0.038   -0.010    0.016    0.043
log_lik[901]     0.972   0.001  0.040    0.972    0.990    1.005    1.022
log_lik[902]     0.704   0.001  0.051    0.706    0.728    0.748    0.770
log_lik[903]     1.003   0.000  0.035    1.003    1.019    1.032    1.046
log_lik[904]     1.137   0.000  0.030    1.137    1.150    1.162    1.176
log_lik[905]     1.115   0.000  0.031    1.116    1.129    1.141    1.155
log_lik[906]     1.107   0.000  0.034    1.108    1.122    1.135    1.151
log_lik[907]     1.026   0.000  0.034    1.026    1.041    1.054    1.069
log_lik[908]     0.481   0.001  0.059    0.481    0.507    0.531    0.554
log_lik[909]    -0.216   0.001  0.073   -0.215   -0.183   -0.156   -0.123
log_lik[910]     0.715   0.001  0.045    0.716    0.736    0.755    0.773
log_lik[911]     1.054   0.000  0.032    1.053    1.067    1.080    1.094
log_lik[912]     0.880   0.001  0.048    0.882    0.902    0.921    0.940
log_lik[913]     0.552   0.001  0.050    0.552    0.575    0.596    0.617
log_lik[914]     1.129   0.000  0.032    1.129    1.143    1.156    1.169
log_lik[915]     0.518   0.001  0.059    0.518    0.545    0.569    0.594
log_lik[916]    -0.154   0.001  0.067   -0.154   -0.124   -0.097   -0.068
log_lik[917]     0.618   0.001  0.043    0.619    0.638    0.655    0.672
log_lik[918]     1.092   0.000  0.030    1.093    1.105    1.117    1.131
log_lik[919]     0.998   0.000  0.033    0.998    1.012    1.026    1.039
log_lik[920]     0.633   0.001  0.057    0.635    0.660    0.682    0.706
log_lik[921]     0.069   0.001  0.062    0.071    0.097    0.121    0.148
log_lik[922]     0.813   0.001  0.042    0.814    0.832    0.847    0.865
log_lik[923]     0.801   0.001  0.059    0.803    0.828    0.850    0.874
log_lik[924]     0.947   0.001  0.042    0.948    0.967    0.982    1.000
log_lik[925]     0.246   0.001  0.057    0.248    0.272    0.293    0.319
log_lik[926]     0.113   0.001  0.055    0.114    0.137    0.159    0.183
log_lik[927]     1.103   0.000  0.032    1.103    1.116    1.129    1.143
log_lik[928]     0.834   0.000  0.037    0.835    0.851    0.867    0.882
log_lik[929]     1.118   0.000  0.031    1.118    1.131    1.144    1.158
log_lik[930]     1.058   0.001  0.052    1.061    1.083    1.102    1.122
log_lik[931]     1.000   0.000  0.033    1.000    1.015    1.027    1.042
log_lik[932]     0.380   0.001  0.054    0.381    0.405    0.426    0.449
log_lik[933]     0.975   0.000  0.033    0.975    0.989    1.002    1.016
log_lik[934]     0.742   0.001  0.045    0.743    0.763    0.781    0.800
log_lik[935]    -1.090   0.001  0.069   -1.091   -1.060   -1.033   -1.002
log_lik[936]     0.646   0.001  0.081    0.649    0.684    0.716    0.747
log_lik[937]     1.085   0.000  0.032    1.085    1.099    1.112    1.125
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log_lik[940]     1.080   0.000  0.034    1.081    1.095    1.109    1.124
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log_lik[942]     1.015   0.000  0.032    1.016    1.029    1.042    1.056
log_lik[943]     0.810   0.001  0.054    0.811    0.835    0.857    0.878
log_lik[944]     1.085   0.000  0.032    1.085    1.098    1.111    1.125
log_lik[945]     0.159   0.001  0.086    0.160    0.198    0.232    0.268
log_lik[946]    -0.867   0.001  0.069   -0.867   -0.837   -0.809   -0.778
log_lik[947]     0.880   0.001  0.047    0.881    0.901    0.920    0.939
log_lik[948]    -2.125   0.001  0.069   -2.125   -2.095   -2.067   -2.037
log_lik[949]     1.099   0.001  0.036    1.100    1.116    1.130    1.145
log_lik[950]     1.133   0.000  0.030    1.133    1.146    1.158    1.172
log_lik[951]    -0.299   0.001  0.091   -0.300   -0.259   -0.224   -0.183
log_lik[952]    -0.928   0.001  0.089   -0.927   -0.889   -0.853   -0.814
log_lik[953]     1.121   0.001  0.038    1.124    1.139    1.153    1.168
log_lik[954]     1.125   0.000  0.032    1.125    1.140    1.152    1.166
log_lik[955]     0.047   0.001  0.070    0.046    0.078    0.105    0.137
log_lik[956]     1.045   0.001  0.047    1.047    1.067    1.085    1.103
log_lik[957]     1.137   0.000  0.030    1.138    1.150    1.162    1.176
log_lik[958]    -0.585   0.001  0.080   -0.585   -0.551   -0.518   -0.483
log_lik[959]    -0.438   0.001  0.070   -0.438   -0.407   -0.379   -0.349
log_lik[960]     0.169   0.001  0.065    0.170    0.197    0.223    0.251
log_lik[961]     0.671   0.001  0.068    0.673    0.702    0.728    0.756
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log_lik[963]     1.089   0.001  0.035    1.090    1.105    1.119    1.134
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log_lik[965]     0.933   0.001  0.050    0.934    0.956    0.977    0.997
log_lik[966]     0.884   0.000  0.036    0.883    0.899    0.914    0.930
log_lik[967]     0.767   0.001  0.047    0.768    0.789    0.806    0.826
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log_lik[978]     0.920   0.000  0.035    0.921    0.935    0.949    0.964
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log_lik[980]     1.103   0.000  0.029    1.103    1.116    1.128    1.140
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log_lik[987]     0.872   0.000  0.032    0.872    0.885    0.898    0.912
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log_lik[989]    -3.253   0.001  0.109   -3.253   -3.203   -3.158   -3.115
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log_lik[992]     0.958   0.000  0.030    0.958    0.971    0.983    0.996
log_lik[993]     0.856   0.000  0.035    0.855    0.871    0.886    0.900
log_lik[994]     0.519   0.001  0.047    0.520    0.540    0.558    0.579
log_lik[995]     0.686   0.001  0.044    0.688    0.706    0.723    0.742
log_lik[996]     1.080   0.000  0.034    1.080    1.095    1.108    1.123
log_lik[997]     1.136   0.000  0.030    1.136    1.149    1.161    1.175
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log_lik[999]     1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1000]    0.833   0.001  0.037    0.833    0.849    0.864    0.881
log_lik[1001]    1.052   0.001  0.036    1.053    1.068    1.082    1.099
log_lik[1002]   -1.027   0.001  0.067   -1.028   -0.997   -0.971   -0.941
log_lik[1003]    1.121   0.000  0.031    1.121    1.134    1.147    1.161
log_lik[1004]    1.015   0.000  0.030    1.015    1.029    1.041    1.054
log_lik[1005]   -0.454   0.001  0.063   -0.454   -0.427   -0.403   -0.373
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log_lik[1007]   -0.069   0.001  0.087   -0.069   -0.031    0.005    0.041
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log_lik[1011]    0.488   0.001  0.038    0.488    0.505    0.519    0.536
log_lik[1012]    1.094   0.001  0.060    1.104    1.125    1.142    1.158
log_lik[1013]    1.035   0.000  0.030    1.036    1.048    1.060    1.073
log_lik[1014]    1.131   0.000  0.030    1.132    1.144    1.156    1.169
log_lik[1015]    0.070   0.001  0.049    0.070    0.091    0.110    0.132
log_lik[1016]    0.470   0.001  0.049    0.470    0.491    0.511    0.533
log_lik[1017]    1.130   0.000  0.030    1.130    1.143    1.155    1.169
log_lik[1018]   -0.564   0.002  0.119   -0.566   -0.513   -0.461   -0.408
log_lik[1019]   -0.327   0.002  0.153   -0.325   -0.260   -0.199   -0.135
log_lik[1020]    1.112   0.000  0.032    1.112    1.125    1.138    1.153
log_lik[1021]    0.071   0.001  0.056    0.072    0.096    0.119    0.143
log_lik[1022]    1.016   0.000  0.032    1.016    1.030    1.043    1.056
log_lik[1023]    1.032   0.000  0.032    1.032    1.046    1.058    1.073
log_lik[1024]    1.127   0.000  0.030    1.127    1.140    1.152    1.165
log_lik[1025]   -2.007   0.001  0.070   -2.005   -1.975   -1.948   -1.916
log_lik[1026]    0.895   0.001  0.079    0.900    0.933    0.962    0.993
log_lik[1027]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1028]    1.118   0.000  0.032    1.118    1.132    1.145    1.158
log_lik[1029]    0.795   0.001  0.059    0.796    0.822    0.845    0.871
log_lik[1030]    0.782   0.001  0.050    0.783    0.804    0.823    0.845
log_lik[1031]   -0.294   0.001  0.058   -0.295   -0.269   -0.245   -0.220
log_lik[1032]    0.923   0.000  0.035    0.923    0.939    0.953    0.968
log_lik[1033]   -1.257   0.001  0.074   -1.256   -1.224   -1.196   -1.162
log_lik[1034]    1.014   0.000  0.030    1.015    1.027    1.039    1.052
log_lik[1035]    1.121   0.000  0.030    1.120    1.133    1.146    1.159
log_lik[1036]    0.928   0.000  0.030    0.928    0.941    0.953    0.966
log_lik[1037]   -0.849   0.001  0.060   -0.850   -0.823   -0.800   -0.773
log_lik[1038]    0.306   0.001  0.090    0.308    0.346    0.382    0.419
log_lik[1039]    0.489   0.001  0.047    0.489    0.509    0.528    0.549
log_lik[1040]    1.132   0.000  0.030    1.132    1.145    1.158    1.171
log_lik[1041]    0.850   0.000  0.035    0.851    0.866    0.880    0.895
log_lik[1042]    0.791   0.001  0.048    0.792    0.813    0.831    0.850
log_lik[1043]    0.611   0.001  0.039    0.612    0.629    0.645    0.661
log_lik[1044]    0.806   0.001  0.044    0.808    0.826    0.843    0.861
log_lik[1045]    1.118   0.001  0.035    1.119    1.135    1.148    1.162
log_lik[1046]    1.122   0.000  0.030    1.122    1.135    1.147    1.160
log_lik[1047]    0.890   0.001  0.048    0.891    0.912    0.930    0.951
log_lik[1048]    0.212   0.001  0.052    0.213    0.235    0.256    0.278
log_lik[1049]    1.123   0.000  0.030    1.123    1.136    1.148    1.162
log_lik[1050]    0.246   0.001  0.050    0.247    0.269    0.287    0.309
log_lik[1051]    1.112   0.000  0.031    1.112    1.126    1.138    1.151
log_lik[1052]    0.927   0.000  0.032    0.927    0.941    0.954    0.967
log_lik[1053]    1.041   0.000  0.032    1.040    1.055    1.067    1.081
log_lik[1054]    1.096   0.000  0.032    1.095    1.110    1.123    1.138
log_lik[1055]    1.093   0.000  0.030    1.093    1.106    1.118    1.131
log_lik[1056]    1.063   0.001  0.038    1.064    1.080    1.095    1.111
log_lik[1057]    1.078   0.001  0.035    1.078    1.094    1.108    1.123
log_lik[1058]    1.090   0.000  0.030    1.090    1.103    1.115    1.128
log_lik[1059]    0.559   0.001  0.044    0.560    0.579    0.597    0.616
log_lik[1060]   -0.805   0.001  0.074   -0.806   -0.773   -0.742   -0.709
log_lik[1061]    1.098   0.000  0.033    1.099    1.113    1.126    1.141
log_lik[1062]   -0.719   0.001  0.088   -0.720   -0.680   -0.645   -0.605
log_lik[1063]    0.440   0.001  0.052    0.442    0.463    0.484    0.507
log_lik[1064]    0.894   0.001  0.056    0.894    0.921    0.943    0.964
log_lik[1065]    0.069   0.001  0.059    0.070    0.096    0.119    0.145
log_lik[1066]    1.137   0.000  0.030    1.137    1.150    1.162    1.175
log_lik[1067]    0.495   0.001  0.051    0.497    0.519    0.539    0.560
log_lik[1068]    0.849   0.002  0.107    0.857    0.901    0.941    0.979
log_lik[1069]    1.016   0.000  0.032    1.017    1.030    1.042    1.057
log_lik[1070]    0.472   0.001  0.058    0.473    0.499    0.521    0.546
log_lik[1071]    0.455   0.001  0.058    0.456    0.481    0.504    0.527
log_lik[1072]    0.697   0.001  0.056    0.698    0.722    0.744    0.768
log_lik[1073]   -0.776   0.001  0.064   -0.776   -0.748   -0.722   -0.693
log_lik[1074]    1.123   0.000  0.030    1.124    1.137    1.149    1.162
log_lik[1075]    0.690   0.001  0.064    0.691    0.719    0.744    0.770
log_lik[1076]    1.102   0.000  0.034    1.102    1.117    1.131    1.145
log_lik[1077]    0.921   0.001  0.038    0.922    0.938    0.953    0.969
log_lik[1078]    1.136   0.000  0.030    1.136    1.149    1.161    1.175
log_lik[1079]    0.204   0.001  0.069    0.204    0.235    0.263    0.293
log_lik[1080]   -1.274   0.001  0.080   -1.275   -1.239   -1.207   -1.171
log_lik[1081]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1082]    0.053   0.001  0.060    0.053    0.079    0.104    0.130
log_lik[1083]    0.368   0.001  0.084    0.369    0.407    0.439    0.475
log_lik[1084]    1.090   0.000  0.031    1.090    1.103    1.116    1.130
log_lik[1085]    0.794   0.001  0.043    0.795    0.813    0.831    0.848
log_lik[1086]    0.810   0.001  0.054    0.811    0.834    0.854    0.877
log_lik[1087]    0.820   0.001  0.042    0.821    0.839    0.855    0.872
log_lik[1088]    1.092   0.000  0.034    1.093    1.107    1.121    1.135
log_lik[1089]    1.090   0.000  0.035    1.090    1.105    1.118    1.135
log_lik[1090]    1.059   0.000  0.034    1.060    1.074    1.087    1.102
log_lik[1091]    0.002   0.002  0.107    0.000    0.049    0.093    0.138
log_lik[1092]    1.127   0.000  0.032    1.127    1.141    1.153    1.168
log_lik[1093]    0.826   0.001  0.050    0.827    0.848    0.868    0.889
log_lik[1094]    1.009   0.001  0.038    1.010    1.026    1.041    1.057
log_lik[1095]   -1.646   0.002  0.110   -1.647   -1.596   -1.551   -1.505
log_lik[1096]    1.130   0.000  0.031    1.130    1.143    1.156    1.169
log_lik[1097]    0.362   0.003  0.230    0.367    0.473    0.560    0.655
log_lik[1098]    1.138   0.000  0.030    1.138    1.152    1.163    1.176
log_lik[1099]    0.857   0.001  0.041    0.857    0.875    0.891    0.908
log_lik[1100]    1.051   0.001  0.037    1.052    1.068    1.083    1.099
log_lik[1101]    1.140   0.000  0.030    1.140    1.154    1.165    1.178
log_lik[1102]    1.074   0.001  0.039    1.075    1.091    1.107    1.124
log_lik[1103]    0.766   0.001  0.049    0.766    0.788    0.808    0.828
log_lik[1104]    1.037   0.001  0.041    1.038    1.056    1.072    1.089
log_lik[1105]    0.934   0.001  0.043    0.935    0.954    0.971    0.989
log_lik[1106]    1.040   0.000  0.034    1.041    1.056    1.069    1.085
log_lik[1107]    1.137   0.000  0.030    1.137    1.151    1.163    1.175
log_lik[1108]    1.102   0.000  0.032    1.103    1.116    1.129    1.142
log_lik[1109]    0.989   0.000  0.035    0.990    1.005    1.019    1.033
log_lik[1110]    1.026   0.000  0.035    1.026    1.041    1.055    1.070
log_lik[1111]    0.815   0.001  0.042    0.816    0.835    0.851    0.869
log_lik[1112]    0.400   0.001  0.058    0.400    0.426    0.448    0.473
log_lik[1113]    1.060   0.000  0.033    1.060    1.075    1.088    1.102
log_lik[1114]    1.139   0.000  0.030    1.139    1.152    1.164    1.177
log_lik[1115]    0.549   0.001  0.054    0.550    0.573    0.595    0.617
log_lik[1116]    1.042   0.000  0.036    1.043    1.058    1.072    1.088
log_lik[1117]   -0.682   0.001  0.080   -0.681   -0.648   -0.616   -0.580
log_lik[1118]    0.537   0.002  0.132    0.540    0.598    0.651    0.704
log_lik[1119]    1.005   0.001  0.064    1.010    1.036    1.061    1.085
log_lik[1120]    1.107   0.000  0.031    1.108    1.121    1.133    1.147
log_lik[1121]    1.131   0.000  0.032    1.132    1.145    1.158    1.171
log_lik[1122]    1.132   0.000  0.030    1.133    1.146    1.158    1.171
log_lik[1123]    1.131   0.000  0.030    1.131    1.144    1.156    1.170
log_lik[1124]   -2.737   0.001  0.083   -2.735   -2.700   -2.667   -2.633
log_lik[1125]    0.183   0.001  0.082    0.185    0.221    0.253    0.288
log_lik[1126]    1.121   0.000  0.033    1.123    1.136    1.149    1.163
log_lik[1127]    1.116   0.000  0.032    1.116    1.130    1.143    1.158
log_lik[1128]    1.128   0.000  0.030    1.128    1.142    1.154    1.167
log_lik[1129]    0.905   0.000  0.034    0.906    0.921    0.934    0.948
log_lik[1130]    1.083   0.000  0.032    1.084    1.097    1.110    1.124
log_lik[1131]    0.997   0.001  0.039    0.997    1.015    1.031    1.048
log_lik[1132]    1.141   0.000  0.030    1.141    1.154    1.166    1.179
log_lik[1133]    0.939   0.001  0.052    0.941    0.963    0.983    1.005
log_lik[1134]    0.252   0.001  0.058    0.252    0.277    0.302    0.327
log_lik[1135]   -0.021   0.001  0.067   -0.022    0.009    0.036    0.065
log_lik[1136]    1.110   0.000  0.030    1.110    1.123    1.135    1.150
log_lik[1137]    0.787   0.001  0.043    0.788    0.807    0.824    0.842
log_lik[1138]    1.104   0.000  0.030    1.104    1.116    1.129    1.143
log_lik[1139]    1.049   0.000  0.032    1.049    1.063    1.075    1.089
log_lik[1140]    0.936   0.001  0.041    0.936    0.955    0.972    0.989
log_lik[1141]    1.136   0.000  0.030    1.136    1.150    1.162    1.175
log_lik[1142]    1.098   0.000  0.031    1.098    1.111    1.123    1.137
log_lik[1143]    0.267   0.001  0.082    0.267    0.305    0.337    0.372
log_lik[1144]    1.133   0.000  0.030    1.133    1.146    1.158    1.172
log_lik[1145]    0.329   0.001  0.063    0.329    0.357    0.384    0.411
log_lik[1146]    0.527   0.001  0.062    0.528    0.556    0.579    0.604
log_lik[1147]   -1.322   0.001  0.073   -1.323   -1.291   -1.261   -1.227
log_lik[1148]   -1.516   0.001  0.070   -1.516   -1.485   -1.457   -1.427
log_lik[1149]    1.134   0.000  0.030    1.134    1.147    1.159    1.172
log_lik[1150]    1.140   0.000  0.030    1.140    1.154    1.165    1.178
log_lik[1151]    1.101   0.000  0.030    1.101    1.114    1.126    1.139
log_lik[1152]    1.045   0.000  0.029    1.045    1.058    1.069    1.082
log_lik[1153]    0.940   0.000  0.030    0.940    0.953    0.965    0.978
log_lik[1154]    1.008   0.000  0.030    1.008    1.021    1.033    1.045
log_lik[1155]   -3.615   0.002  0.147   -3.611   -3.545   -3.489   -3.432
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log_lik[1157]    1.120   0.000  0.030    1.120    1.133    1.145    1.158
log_lik[1158]    1.062   0.000  0.033    1.063    1.077    1.091    1.105
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log_lik[1160]    1.034   0.000  0.031    1.034    1.047    1.059    1.072
log_lik[1161]    0.884   0.000  0.034    0.883    0.899    0.912    0.927
log_lik[1162]    1.026   0.000  0.028    1.026    1.038    1.049    1.062
log_lik[1163]    0.905   0.000  0.035    0.906    0.921    0.935    0.949
log_lik[1164]    0.896   0.001  0.043    0.898    0.916    0.933    0.951
log_lik[1165]    1.135   0.000  0.030    1.135    1.147    1.160    1.173
log_lik[1166]    1.121   0.000  0.030    1.121    1.134    1.146    1.158
log_lik[1167]    0.971   0.001  0.040    0.971    0.988    1.005    1.022
log_lik[1168]    1.091   0.000  0.029    1.091    1.103    1.115    1.128
log_lik[1169]    0.601   0.001  0.038    0.601    0.618    0.633    0.649
log_lik[1170]    1.036   0.001  0.041    1.037    1.055    1.070    1.088
log_lik[1171]    0.037   0.001  0.083    0.038    0.074    0.108    0.143
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log_lik[1173]    0.289   0.001  0.052    0.290    0.313    0.333    0.356
log_lik[1174]    1.011   0.000  0.030    1.011    1.024    1.036    1.049
log_lik[1175]    0.884   0.001  0.037    0.885    0.901    0.916    0.930
log_lik[1176]    0.958   0.000  0.036    0.959    0.974    0.988    1.003
log_lik[1177]    1.118   0.000  0.030    1.118    1.130    1.143    1.156
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log_lik[1179]   -1.386   0.001  0.072   -1.386   -1.354   -1.325   -1.294
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log_lik[1183]    0.771   0.001  0.041    0.772    0.790    0.806    0.824
log_lik[1184]    0.215   0.001  0.062    0.215    0.242    0.268    0.294
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log_lik[1189]    0.848   0.001  0.039    0.849    0.866    0.880    0.897
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log_lik[1192]    0.942   0.000  0.034    0.942    0.957    0.971    0.986
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log_lik[1198]    0.989   0.000  0.028    0.990    1.002    1.013    1.025
log_lik[1199]    0.906   0.001  0.035    0.905    0.921    0.935    0.950
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log_lik[1204]    1.116   0.000  0.030    1.116    1.129    1.141    1.154
log_lik[1205]    1.053   0.000  0.030    1.054    1.066    1.078    1.091
log_lik[1206]    1.081   0.000  0.032    1.081    1.095    1.107    1.121
log_lik[1207]    1.026   0.000  0.029    1.026    1.039    1.050    1.063
log_lik[1208]    0.879   0.000  0.029    0.878    0.892    0.904    0.916
log_lik[1209]   -0.270   0.001  0.059   -0.269   -0.244   -0.220   -0.195
log_lik[1210]    0.878   0.000  0.029    0.878    0.891    0.903    0.916
log_lik[1211]    0.745   0.001  0.040    0.746    0.764    0.779    0.796
log_lik[1212]    0.838   0.001  0.055    0.840    0.864    0.885    0.908
log_lik[1213]    1.075   0.000  0.031    1.076    1.088    1.101    1.114
log_lik[1214]    1.137   0.000  0.030    1.137    1.150    1.162    1.175
log_lik[1215]    0.746   0.001  0.075    0.750    0.782    0.811    0.840
log_lik[1216]    0.342   0.001  0.059    0.343    0.370    0.391    0.415
log_lik[1217]    1.131   0.000  0.030    1.131    1.144    1.156    1.169
log_lik[1218]    1.123   0.000  0.029    1.123    1.135    1.147    1.160
log_lik[1219]    0.740   0.001  0.098    0.744    0.787    0.824    0.864
log_lik[1220]   -0.985   0.001  0.082   -0.985   -0.950   -0.917   -0.880
log_lik[1221]    0.673   0.001  0.077    0.676    0.710    0.739    0.769
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log_lik[1223]    0.846   0.000  0.037    0.846    0.862    0.877    0.893
log_lik[1224]    0.638   0.001  0.043    0.639    0.657    0.674    0.692
log_lik[1225]    1.123   0.000  0.030    1.124    1.136    1.148    1.161
log_lik[1226]   -0.560   0.001  0.058   -0.560   -0.535   -0.511   -0.484
log_lik[1227]    0.975   0.000  0.032    0.975    0.989    1.002    1.016
log_lik[1228]    0.679   0.000  0.036    0.679    0.696    0.710    0.725
log_lik[1229]    0.899   0.000  0.032    0.899    0.913    0.926    0.939
log_lik[1230]    0.905   0.001  0.043    0.906    0.924    0.941    0.959
log_lik[1231]    1.126   0.000  0.030    1.126    1.139    1.151    1.165
log_lik[1232]   -0.009   0.001  0.059   -0.008    0.017    0.040    0.067
log_lik[1233]    1.078   0.001  0.035    1.078    1.094    1.107    1.124
log_lik[1234]    0.832   0.001  0.051    0.833    0.855    0.875    0.896
log_lik[1235]    0.985   0.001  0.040    0.985    1.003    1.019    1.036
log_lik[1236]    1.124   0.000  0.030    1.124    1.137    1.149    1.162
log_lik[1237]    1.022   0.000  0.034    1.023    1.037    1.050    1.065
log_lik[1238]    0.221   0.002  0.108    0.223    0.270    0.312    0.355
log_lik[1239]    0.334   0.001  0.087    0.335    0.374    0.408    0.445
log_lik[1240]    0.247   0.001  0.068    0.248    0.277    0.305    0.334
log_lik[1241]    1.132   0.000  0.030    1.133    1.146    1.157    1.171
log_lik[1242]    1.064   0.000  0.031    1.063    1.077    1.090    1.104
log_lik[1243]   -0.243   0.001  0.059   -0.242   -0.217   -0.193   -0.167
log_lik[1244]    1.115   0.000  0.031    1.116    1.129    1.142    1.156
log_lik[1245]    0.855   0.001  0.043    0.856    0.873    0.891    0.908
log_lik[1246]    0.814   0.001  0.069    0.816    0.846    0.874    0.901
log_lik[1247]    1.067   0.001  0.036    1.068    1.083    1.098    1.113
log_lik[1248]    0.560   0.001  0.061    0.562    0.588    0.613    0.637
log_lik[1249]   -0.302   0.001  0.074   -0.301   -0.269   -0.240   -0.207
log_lik[1250]    0.481   0.001  0.058    0.482    0.508    0.530    0.555
log_lik[1251]    0.818   0.001  0.044    0.819    0.838    0.855    0.873
log_lik[1252]    0.884   0.001  0.050    0.885    0.908    0.927    0.947
log_lik[1253]    1.129   0.000  0.030    1.129    1.142    1.154    1.168
log_lik[1254]    0.331   0.001  0.057    0.332    0.356    0.379    0.403
log_lik[1255]    0.805   0.001  0.056    0.807    0.831    0.852    0.875
log_lik[1256]   -0.873   0.001  0.077   -0.871   -0.838   -0.808   -0.774
log_lik[1257]    0.796   0.001  0.041    0.796    0.814    0.831    0.847
log_lik[1258]    0.720   0.001  0.045    0.721    0.741    0.759    0.777
log_lik[1259]    1.140   0.000  0.030    1.139    1.153    1.164    1.178
log_lik[1260]    0.484   0.001  0.048    0.484    0.506    0.525    0.545
log_lik[1261]   -1.072   0.001  0.079   -1.071   -1.038   -1.005   -0.970
log_lik[1262]   -0.740   0.001  0.076   -0.740   -0.707   -0.676   -0.644
log_lik[1263]    0.572   0.001  0.065    0.574    0.603    0.627    0.654
log_lik[1264]    1.089   0.000  0.035    1.090    1.104    1.119    1.134
log_lik[1265]    1.131   0.000  0.030    1.130    1.144    1.155    1.169
log_lik[1266]    0.914   0.001  0.041    0.915    0.933    0.949    0.966
log_lik[1267]    0.083   0.002  0.111    0.083    0.133    0.177    0.223
log_lik[1268]    1.027   0.000  0.035    1.027    1.042    1.057    1.072
log_lik[1269]    1.080   0.000  0.032    1.080    1.093    1.106    1.121
log_lik[1270]   -0.837   0.001  0.079   -0.837   -0.804   -0.770   -0.735
log_lik[1271]    1.049   0.000  0.033    1.049    1.064    1.077    1.092
log_lik[1272]    0.922   0.001  0.039    0.923    0.940    0.955    0.971
log_lik[1273]    1.056   0.000  0.031    1.056    1.069    1.081    1.095
log_lik[1274]    1.095   0.000  0.033    1.096    1.109    1.123    1.137
log_lik[1275]    0.975   0.000  0.035    0.974    0.990    1.004    1.020
log_lik[1276]    0.638   0.001  0.043    0.638    0.657    0.675    0.693
log_lik[1277]    1.089   0.000  0.031    1.089    1.102    1.114    1.128
log_lik[1278]    0.466   0.001  0.050    0.467    0.488    0.509    0.530
log_lik[1279]    0.873   0.001  0.053    0.874    0.897    0.918    0.941
log_lik[1280]    0.351   0.001  0.074    0.353    0.386    0.413    0.444
log_lik[1281]    0.630   0.001  0.067    0.632    0.661    0.687    0.714
log_lik[1282]    0.049   0.002  0.101    0.050    0.093    0.135    0.177
log_lik[1283]    0.735   0.001  0.058    0.736    0.761    0.783    0.807
log_lik[1284]    0.875   0.001  0.060    0.878    0.903    0.926    0.950
log_lik[1285]   -0.924   0.001  0.068   -0.925   -0.895   -0.867   -0.838
log_lik[1286]    0.677   0.001  0.056    0.678    0.702    0.725    0.747
log_lik[1287]    1.112   0.000  0.032    1.113    1.127    1.139    1.153
log_lik[1288]    0.160   0.002  0.103    0.163    0.207    0.249    0.291
log_lik[1289]    0.765   0.001  0.053    0.765    0.789    0.810    0.833
log_lik[1290]    1.110   0.000  0.032    1.110    1.124    1.136    1.150
log_lik[1291]    0.034   0.001  0.063    0.034    0.063    0.088    0.116
log_lik[1292]    0.815   0.001  0.046    0.816    0.836    0.854    0.874
log_lik[1293]    0.339   0.001  0.070    0.339    0.372    0.400    0.428
log_lik[1294]    1.027   0.001  0.052    1.030    1.052    1.071    1.092
log_lik[1295]    0.649   0.001  0.050    0.650    0.671    0.691    0.711
log_lik[1296]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1297]    0.496   0.001  0.055    0.498    0.521    0.543    0.566
log_lik[1298]    0.468   0.001  0.065    0.468    0.498    0.523    0.550
log_lik[1299]    0.235   0.001  0.067    0.236    0.265    0.292    0.321
log_lik[1300]    1.120   0.000  0.032    1.121    1.135    1.148    1.161
log_lik[1301]    0.675   0.001  0.053    0.675    0.699    0.720    0.744
log_lik[1302]    1.085   0.001  0.036    1.085    1.101    1.116    1.131
log_lik[1303]    0.951   0.001  0.040    0.952    0.969    0.984    1.000
log_lik[1304]    1.109   0.000  0.032    1.110    1.123    1.136    1.149
log_lik[1305]    0.847   0.001  0.044    0.847    0.867    0.885    0.904
log_lik[1306]    1.049   0.001  0.057    1.054    1.078    1.099    1.119
log_lik[1307]    1.091   0.001  0.039    1.093    1.109    1.124    1.140
log_lik[1308]    0.891   0.001  0.053    0.893    0.916    0.937    0.959
log_lik[1309]    0.121   0.001  0.070    0.122    0.152    0.181    0.211
log_lik[1310]    0.747   0.001  0.065    0.749    0.778    0.802    0.828
log_lik[1311]    1.124   0.001  0.036    1.125    1.140    1.153    1.168
log_lik[1312]    1.063   0.001  0.036    1.063    1.079    1.093    1.109
log_lik[1313]    0.597   0.001  0.056    0.598    0.623    0.644    0.669
log_lik[1314]    0.638   0.001  0.085    0.639    0.677    0.711    0.744
log_lik[1315]    0.961   0.001  0.039    0.962    0.979    0.994    1.010
log_lik[1316]    0.622   0.001  0.056    0.623    0.647    0.670    0.693
log_lik[1317]    1.110   0.001  0.038    1.111    1.127    1.141    1.158
log_lik[1318]    0.946   0.001  0.039    0.947    0.964    0.980    0.996
log_lik[1319]    0.234   0.001  0.054    0.234    0.258    0.281    0.303
log_lik[1320]   -0.049   0.001  0.070   -0.049   -0.019    0.009    0.039
log_lik[1321]    0.531   0.001  0.047    0.531    0.551    0.572    0.591
log_lik[1322]    1.134   0.000  0.030    1.134    1.147    1.159    1.172
log_lik[1323]    0.626   0.001  0.041    0.626    0.644    0.661    0.679
log_lik[1324]    0.431   0.001  0.050    0.431    0.453    0.474    0.494
log_lik[1325]    0.088   0.001  0.054    0.088    0.111    0.133    0.157
log_lik[1326]    1.121   0.000  0.030    1.121    1.134    1.146    1.160
log_lik[1327]    0.962   0.000  0.032    0.962    0.976    0.989    1.003
log_lik[1328]    0.396   0.001  0.068    0.396    0.427    0.453    0.482
log_lik[1329]    0.978   0.000  0.033    0.979    0.993    1.007    1.020
log_lik[1330]    0.780   0.001  0.043    0.781    0.799    0.816    0.836
log_lik[1331]    0.898   0.001  0.044    0.899    0.917    0.934    0.952
log_lik[1332]    1.084   0.001  0.034    1.085    1.100    1.114    1.128
log_lik[1333]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1334]    1.007   0.001  0.040    1.007    1.025    1.039    1.056
log_lik[1335]   -1.641   0.001  0.066   -1.641   -1.613   -1.585   -1.556
log_lik[1336]    1.020   0.001  0.047    1.023    1.042    1.060    1.079
log_lik[1337]    0.284   0.001  0.063    0.283    0.313    0.339    0.365
log_lik[1338]    1.134   0.000  0.030    1.134    1.147    1.159    1.173
log_lik[1339]    0.686   0.001  0.052    0.687    0.710    0.730    0.753
log_lik[1340]    1.121   0.000  0.031    1.122    1.135    1.147    1.161
log_lik[1341]    0.335   0.001  0.055    0.336    0.358    0.381    0.405
log_lik[1342]    0.832   0.002  0.103    0.836    0.883    0.921    0.961
log_lik[1343]    0.784   0.001  0.059    0.785    0.812    0.834    0.858
log_lik[1344]    0.893   0.001  0.052    0.895    0.916    0.936    0.958
log_lik[1345]    1.115   0.000  0.030    1.115    1.128    1.140    1.153
log_lik[1346]    0.788   0.001  0.044    0.789    0.808    0.825    0.843
log_lik[1347]    0.786   0.001  0.039    0.786    0.803    0.819    0.836
log_lik[1348]    0.786   0.000  0.038    0.786    0.803    0.818    0.834
log_lik[1349]    0.189   0.001  0.063    0.191    0.218    0.242    0.268
log_lik[1350]    1.126   0.000  0.030    1.126    1.139    1.151    1.164
log_lik[1351]    1.105   0.000  0.030    1.105    1.117    1.129    1.143
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log_lik[1353]    1.112   0.000  0.031    1.112    1.126    1.138    1.152
log_lik[1354]    1.036   0.000  0.031    1.036    1.050    1.062    1.076
log_lik[1355]    1.026   0.001  0.042    1.027    1.046    1.062    1.080
log_lik[1356]    1.140   0.000  0.030    1.140    1.153    1.164    1.178
log_lik[1357]    0.649   0.001  0.045    0.650    0.670    0.688    0.707
log_lik[1358]   -1.283   0.001  0.062   -1.283   -1.256   -1.231   -1.202
log_lik[1359]    0.841   0.001  0.046    0.842    0.862    0.879    0.899
log_lik[1360]    0.199   0.001  0.059    0.200    0.226    0.251    0.275
log_lik[1361]   -0.519   0.001  0.064   -0.519   -0.491   -0.465   -0.437
log_lik[1362]    0.576   0.001  0.058    0.577    0.603    0.626    0.650
log_lik[1363]    0.957   0.001  0.041    0.958    0.975    0.992    1.009
log_lik[1364]    0.729   0.001  0.061    0.731    0.758    0.782    0.807
log_lik[1365]   -1.873   0.001  0.069   -1.873   -1.843   -1.815   -1.785
log_lik[1366]    1.139   0.000  0.030    1.139    1.153    1.164    1.177
log_lik[1367]    0.943   0.001  0.047    0.943    0.964    0.982    1.002
log_lik[1368]    0.950   0.001  0.041    0.951    0.968    0.985    1.002
log_lik[1369]    1.092   0.000  0.033    1.092    1.106    1.120    1.133
log_lik[1370]    0.763   0.001  0.065    0.764    0.793    0.819    0.845
log_lik[1371]   -0.483   0.001  0.079   -0.483   -0.449   -0.416   -0.382
log_lik[1372]    0.987   0.001  0.044    0.988    1.008    1.025    1.043
log_lik[1373]   -0.194   0.001  0.077   -0.194   -0.161   -0.129   -0.095
log_lik[1374]    1.130   0.000  0.030    1.130    1.143    1.155    1.169
log_lik[1375]    0.740   0.001  0.049    0.740    0.761    0.781    0.803
log_lik[1376]    0.782   0.001  0.052    0.783    0.806    0.826    0.847
log_lik[1377]    0.965   0.001  0.040    0.965    0.983    0.999    1.016
log_lik[1378]    0.775   0.001  0.052    0.775    0.799    0.820    0.841
log_lik[1379]    1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[1380]    0.946   0.001  0.053    0.947    0.970    0.991    1.013
log_lik[1381]    0.466   0.001  0.070    0.467    0.498    0.526    0.553
log_lik[1382]    0.183   0.001  0.064    0.184    0.211    0.236    0.265
log_lik[1383]    0.874   0.001  0.057    0.875    0.899    0.922    0.945
log_lik[1384]    1.135   0.000  0.030    1.135    1.148    1.160    1.174
log_lik[1385]    1.065   0.001  0.038    1.066    1.082    1.097    1.113
log_lik[1386]    0.406   0.001  0.056    0.407    0.431    0.454    0.477
log_lik[1387]    1.012   0.000  0.037    1.012    1.028    1.043    1.058
log_lik[1388]    1.083   0.000  0.033    1.084    1.098    1.111    1.125
log_lik[1389]    1.006   0.001  0.045    1.008    1.027    1.044    1.063
log_lik[1390]    1.124   0.000  0.031    1.124    1.137    1.150    1.164
log_lik[1391]    1.117   0.000  0.031    1.117    1.130    1.143    1.157
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log_lik[1396]   -0.201   0.001  0.086   -0.202   -0.163   -0.128   -0.092
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log_lik[1398]   -0.469   0.001  0.068   -0.470   -0.439   -0.413   -0.384
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log_lik[1401]   -0.923   0.001  0.075   -0.923   -0.891   -0.860   -0.826
log_lik[1402]    0.956   0.001  0.047    0.957    0.978    0.996    1.015
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log_lik[1404]    0.819   0.001  0.044    0.820    0.838    0.855    0.873
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log_lik[1407]    0.843   0.001  0.041    0.844    0.862    0.878    0.895
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log_lik[1409]    1.074   0.000  0.035    1.075    1.089    1.104    1.120
log_lik[1410]   -1.836   0.001  0.073   -1.835   -1.803   -1.774   -1.744
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log_lik[1412]   -0.102   0.001  0.075   -0.103   -0.070   -0.040   -0.007
log_lik[1413]   -1.096   0.001  0.059   -1.096   -1.072   -1.047   -1.019
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log_lik[1415]   -3.569   0.002  0.123   -3.566   -3.513   -3.463   -3.415
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log_lik[1417]   -0.314   0.001  0.060   -0.315   -0.289   -0.264   -0.237
log_lik[1418]    0.842   0.001  0.070    0.846    0.876    0.901    0.930
log_lik[1419]   -2.420   0.002  0.114   -2.422   -2.370   -2.323   -2.273
log_lik[1420]    1.108   0.001  0.041    1.110    1.127    1.142    1.157
log_lik[1421]   -0.533   0.001  0.066   -0.533   -0.504   -0.479   -0.450
log_lik[1422]    0.601   0.001  0.070    0.603    0.634    0.661    0.690
log_lik[1423]   -0.805   0.001  0.085   -0.807   -0.768   -0.732   -0.696
log_lik[1424]   -6.618   0.004  0.254   -6.615   -6.499   -6.403   -6.296
log_lik[1425]   -3.970   0.002  0.168   -3.969   -3.894   -3.826   -3.756
log_lik[1426]   -0.299   0.002  0.105   -0.299   -0.253   -0.209   -0.163
log_lik[1427]    0.772   0.003  0.212    0.803    0.890    0.961    1.026
log_lik[1428]   -0.997   0.003  0.201   -0.996   -0.910   -0.828   -0.738
log_lik[1429]    0.753   0.001  0.090    0.755    0.797    0.832    0.867
log_lik[1430]    0.710   0.001  0.071    0.712    0.742    0.770    0.799
log_lik[1431]   -0.151   0.002  0.147   -0.151   -0.085   -0.028    0.041
log_lik[1432]    0.637   0.002  0.166    0.647    0.718    0.782    0.849
log_lik[1433]   -2.504   0.002  0.140   -2.504   -2.443   -2.386   -2.325
log_lik[1434]    1.055   0.001  0.045    1.057    1.077    1.094    1.111
log_lik[1435]    0.295   0.002  0.109    0.297    0.345    0.387    0.432
log_lik[1436]    0.889   0.001  0.087    0.896    0.932    0.963    0.995
log_lik[1437]    1.067   0.001  0.044    1.069    1.088    1.104    1.121
log_lik[1438]   -0.501   0.002  0.157   -0.503   -0.434   -0.370   -0.304
log_lik[1439]   -0.116   0.001  0.105   -0.114   -0.069   -0.027    0.019
log_lik[1440]    0.476   0.001  0.081    0.478    0.513    0.544    0.577
log_lik[1441]    0.924   0.001  0.066    0.927    0.955    0.981    1.007
log_lik[1442]    1.087   0.001  0.051    1.091    1.112    1.130    1.149
log_lik[1443]    0.661   0.001  0.077    0.663    0.698    0.726    0.758
log_lik[1444]    0.232   0.002  0.133    0.236    0.294    0.344    0.400
log_lik[1445]   -0.552   0.002  0.123   -0.550   -0.497   -0.448   -0.394
log_lik[1446]    0.989   0.001  0.061    0.993    1.020    1.041    1.065
log_lik[1447]   -0.069   0.003  0.174   -0.066    0.007    0.080    0.154
log_lik[1448]    0.607   0.001  0.062    0.610    0.635    0.659    0.685
log_lik[1449]   -0.688   0.001  0.067   -0.688   -0.659   -0.633   -0.604
log_lik[1450]   -5.639   0.003  0.200   -5.634   -5.550   -5.472   -5.384
log_lik[1451]    0.821   0.002  0.159    0.837    0.905    0.957    1.012
log_lik[1452]    1.034   0.001  0.060    1.039    1.063    1.085    1.106
log_lik[1453]    0.092   0.001  0.066    0.092    0.121    0.149    0.177
log_lik[1454]    0.404   0.001  0.096    0.407    0.450    0.484    0.525
log_lik[1455]   -1.076   0.002  0.138   -1.077   -1.016   -0.959   -0.895
log_lik[1456]    1.071   0.001  0.044    1.074    1.093    1.109    1.126
log_lik[1457]    0.396   0.002  0.127    0.400    0.457    0.502    0.559
log_lik[1458]    0.382   0.001  0.074    0.382    0.415    0.445    0.477
log_lik[1459]    0.755   0.002  0.101    0.758    0.804    0.843    0.884
log_lik[1460]   -4.168   0.002  0.131   -4.164   -4.108   -4.058   -4.002
y_hat           12.307   0.003  0.239   12.306   12.363   12.425   12.505
lp__          1326.123   0.042  2.105 1326.419 1327.291 1327.903 1328.534
              n_eff  Rhat
alpha          5835 1.000
beta[1]        4216 1.000
beta[2]        4247 1.001
beta[3]        3759 1.000
beta_mu[1]     5711 1.000
beta_mu[2]     5642 1.000
beta_mu[3]     5004 1.000
sigma          4323 1.001
nu             4310 1.000
mu[1]          5684 1.000
mu[2]          5622 1.000
mu[3]          4963 1.000
mu[4]          5277 1.000
mu[5]          4636 1.000
mu[6]          5307 1.000
mu[7]          4324 1.000
mu[8]          4006 1.000
mu[9]          5700 1.000
mu[10]         5514 1.000
mu[11]         5706 1.000
mu[12]         5306 1.000
mu[13]         5917 1.000
mu[14]         5688 1.000
mu[15]         4627 1.000
mu[16]         5719 1.000
mu[17]         4336 1.000
mu[18]         5099 1.000
mu[19]         5689 1.000
mu[20]         5319 1.000
mu[21]         5589 1.000
mu[22]         5879 1.000
mu[23]         5495 1.000
mu[24]         5716 1.000
mu[25]         5770 1.000
mu[26]         4949 1.000
mu[27]         4883 1.000
mu[28]         4313 1.000
mu[29]         5737 1.000
mu[30]         5075 1.000
mu[31]         4661 1.000
mu[32]         4873 1.000
mu[33]         5418 1.000
mu[34]         5726 1.000
mu[35]         4356 1.000
mu[36]         4956 1.000
mu[37]         4760 1.000
mu[38]         4580 1.001
mu[39]         5727 1.000
mu[40]         4907 1.000
mu[41]         5767 1.000
mu[42]         5115 1.000
mu[43]         5864 1.000
mu[44]         4959 1.000
mu[45]         5177 1.000
mu[46]         4856 1.000
mu[47]         4515 1.000
mu[48]         4878 1.000
mu[49]         4810 1.000
mu[50]         4609 1.000
mu[51]         4908 1.000
mu[52]         4604 1.000
mu[53]         5752 1.000
mu[54]         5638 1.000
mu[55]         4168 1.000
mu[56]         5760 1.000
mu[57]         4533 1.000
mu[58]         5817 1.000
mu[59]         5417 1.000
mu[60]         5502 1.000
mu[61]         4012 1.000
mu[62]         4749 1.000
mu[63]         4966 1.000
mu[64]         5396 1.000
mu[65]         4837 1.000
mu[66]         5432 1.000
mu[67]         5441 1.000
mu[68]         5184 1.000
mu[69]         4418 1.000
mu[70]         5032 1.000
mu[71]         4494 1.000
mu[72]         4866 1.000
mu[73]         5061 1.000
mu[74]         5618 1.000
mu[75]         4823 1.000
mu[76]         4809 1.000
mu[77]         5710 1.000
mu[78]         5340 1.000
mu[79]         5246 1.000
mu[80]         4641 1.000
mu[81]         5365 1.000
mu[82]         5677 1.000
mu[83]         5327 1.000
mu[84]         4397 1.000
mu[85]         5458 1.000
mu[86]         4969 1.001
mu[87]         4981 1.000
mu[88]         5136 1.000
mu[89]         5050 1.000
mu[90]         4842 1.000
mu[91]         5592 1.000
mu[92]         5649 1.000
mu[93]         5679 1.000
mu[94]         5198 1.000
mu[95]         4951 1.000
mu[96]         4882 1.000
mu[97]         5522 1.000
mu[98]         5236 1.000
mu[99]         5216 1.000
mu[100]        5627 1.000
mu[101]        4236 1.000
mu[102]        4547 1.000
mu[103]        5544 1.000
mu[104]        4520 1.000
mu[105]        4761 1.000
mu[106]        4820 1.000
mu[107]        5664 1.000
mu[108]        5064 1.000
mu[109]        4947 1.000
mu[110]        4908 1.000
mu[111]        5099 1.000
mu[112]        4431 1.000
mu[113]        4742 1.000
mu[114]        5709 1.000
mu[115]        4494 1.000
mu[116]        4361 1.000
mu[117]        5097 1.000
mu[118]        4965 1.000
mu[119]        5177 1.000
mu[120]        5630 1.000
mu[121]        5568 1.000
mu[122]        4953 1.000
mu[123]        5045 1.000
mu[124]        5760 1.000
mu[125]        4405 1.000
mu[126]        5131 1.000
mu[127]        4306 1.000
mu[128]        5513 1.000
mu[129]        4253 1.000
mu[130]        5018 1.000
mu[131]        5473 1.000
mu[132]        4626 1.000
mu[133]        4663 1.000
mu[134]        5343 1.000
mu[135]        5832 1.000
mu[136]        4995 1.000
mu[137]        4504 1.000
mu[138]        5276 1.000
mu[139]        5620 1.000
mu[140]        4714 1.000
mu[141]        3872 1.000
mu[142]        5211 1.000
mu[143]        5533 1.000
mu[144]        5528 1.000
mu[145]        4709 1.001
mu[146]        5612 1.000
mu[147]        4582 1.000
mu[148]        5496 1.000
mu[149]        4865 1.000
mu[150]        5790 1.000
mu[151]        4449 1.000
mu[152]        4549 1.000
mu[153]        4649 1.000
mu[154]        4977 1.000
mu[155]        5771 1.000
mu[156]        4223 1.000
mu[157]        4168 1.000
mu[158]        4749 1.000
mu[159]        4825 1.000
mu[160]        5139 1.000
mu[161]        4920 1.000
mu[162]        4581 1.000
mu[163]        5260 1.000
mu[164]        4323 1.000
mu[165]        5283 1.000
mu[166]        4564 1.000
mu[167]        5741 1.000
mu[168]        5066 1.000
mu[169]        4027 1.000
mu[170]        4280 1.001
mu[171]        4314 1.000
mu[172]        4612 1.000
mu[173]        4481 1.000
mu[174]        5277 1.000
mu[175]        4396 1.000
mu[176]        4647 1.000
mu[177]        4557 1.000
mu[178]        5196 1.000
mu[179]        4093 1.000
mu[180]        4402 1.000
mu[181]        5127 1.000
mu[182]        4856 1.000
mu[183]        4837 1.000
mu[184]        4559 1.000
mu[185]        5513 1.000
mu[186]        5143 1.000
mu[187]        4720 1.000
mu[188]        5819 1.000
mu[189]        4536 1.000
mu[190]        5460 1.000
mu[191]        3966 1.000
mu[192]        4556 1.000
mu[193]        3988 1.000
mu[194]        4812 1.000
mu[195]        4537 1.000
mu[196]        4642 1.000
mu[197]        5062 1.000
mu[198]        4302 1.000
mu[199]        4080 1.000
mu[200]        4504 1.000
mu[201]        5628 1.000
mu[202]        5512 1.000
mu[203]        5446 1.000
mu[204]        4451 1.001
mu[205]        4813 1.001
mu[206]        4201 1.000
mu[207]        5694 1.000
mu[208]        5811 1.000
mu[209]        4315 1.000
mu[210]        4926 1.000
mu[211]        4443 1.000
mu[212]        5636 1.000
mu[213]        4845 1.000
mu[214]        5861 1.000
mu[215]        4386 1.000
mu[216]        4189 1.001
mu[217]        4497 1.000
mu[218]        4740 1.001
mu[219]        5652 1.000
mu[220]        5584 1.000
mu[221]        4752 1.000
mu[222]        4785 1.000
mu[223]        4946 1.000
mu[224]        4323 1.000
mu[225]        4080 1.000
mu[226]        3869 1.000
mu[227]        5198 1.000
mu[228]        4482 1.000
mu[229]        5185 1.000
mu[230]        5033 1.000
mu[231]        4820 1.000
mu[232]        3969 1.000
mu[233]        5470 1.000
mu[234]        5520 1.000
mu[235]        4260 1.000
mu[236]        5015 1.000
mu[237]        4724 1.000
mu[238]        5426 1.000
mu[239]        5856 1.000
mu[240]        4710 1.000
mu[241]        5376 1.000
mu[242]        4182 1.000
mu[243]        4884 1.000
mu[244]        4796 1.000
mu[245]        4485 1.000
mu[246]        4747 1.000
mu[247]        4943 1.000
mu[248]        5743 1.000
mu[249]        4382 1.000
mu[250]        5515 1.000
mu[251]        4911 1.000
mu[252]        4791 1.001
mu[253]        5452 1.000
mu[254]        5762 1.000
mu[255]        5282 1.000
mu[256]        4364 1.000
mu[257]        4276 1.000
mu[258]        4442 1.000
mu[259]        5055 1.000
mu[260]        5380 1.000
mu[261]        5853 1.000
mu[262]        4367 1.000
mu[263]        4013 1.000
mu[264]        5666 1.000
mu[265]        5100 1.000
mu[266]        4160 1.000
mu[267]        5575 1.000
mu[268]        5479 1.000
mu[269]        4296 1.000
mu[270]        3961 1.000
mu[271]        5035 1.000
mu[272]        5310 1.000
mu[273]        5594 1.000
mu[274]        4980 1.000
mu[275]        5777 1.000
mu[276]        4197 1.000
mu[277]        4827 1.000
mu[278]        5534 1.000
mu[279]        4952 1.000
mu[280]        5300 1.000
mu[281]        4809 1.000
mu[282]        5575 1.000
mu[283]        5341 1.000
mu[284]        5490 1.000
mu[285]        5593 1.000
mu[286]        4992 1.000
mu[287]        5284 1.000
mu[288]        5724 1.000
mu[289]        4887 1.000
mu[290]        5503 1.000
mu[291]        5041 1.000
mu[292]        5696 1.000
mu[293]        4528 1.000
mu[294]        5370 1.000
mu[295]        5699 1.000
mu[296]        4872 1.000
mu[297]        3980 1.000
mu[298]        4925 1.000
mu[299]        5620 1.000
mu[300]        4517 1.000
mu[301]        5711 1.000
mu[302]        5333 1.000
mu[303]        5748 1.000
mu[304]        5065 1.000
mu[305]        5119 1.000
mu[306]        5179 1.000
mu[307]        5340 1.000
mu[308]        5153 1.000
mu[309]        5119 1.000
mu[310]        5109 1.000
mu[311]        4494 1.000
mu[312]        5124 1.000
mu[313]        5785 1.000
mu[314]        5887 1.000
mu[315]        5141 1.000
mu[316]        5428 1.000
mu[317]        5379 1.000
mu[318]        5906 1.000
mu[319]        4973 1.000
mu[320]        4516 1.001
mu[321]        4665 1.000
mu[322]        4523 1.000
mu[323]        5122 1.000
mu[324]        4665 1.000
mu[325]        5528 1.000
mu[326]        4389 1.000
mu[327]        4978 1.000
mu[328]        5111 1.000
mu[329]        5583 1.000
mu[330]        5546 1.000
mu[331]        5412 1.000
mu[332]        4253 1.000
mu[333]        3937 1.000
mu[334]        4359 1.001
mu[335]        4785 1.000
mu[336]        5176 1.000
mu[337]        5702 1.000
mu[338]        4218 1.000
mu[339]        5817 1.000
mu[340]        5253 1.000
mu[341]        4551 1.000
mu[342]        5162 1.000
mu[343]        5141 1.000
mu[344]        5227 1.000
mu[345]        4555 1.000
mu[346]        5645 1.000
mu[347]        5381 1.000
mu[348]        4671 1.000
mu[349]        4476 1.000
mu[350]        5604 1.000
mu[351]        5198 1.000
mu[352]        4336 1.000
mu[353]        4751 1.000
mu[354]        4668 1.000
mu[355]        5722 1.000
mu[356]        5377 1.000
mu[357]        4080 1.000
mu[358]        5055 1.000
mu[359]        5646 1.000
mu[360]        5216 1.000
mu[361]        5268 1.000
mu[362]        5492 1.000
mu[363]        5809 1.000
mu[364]        5343 1.000
mu[365]        4820 1.000
mu[366]        5548 1.000
mu[367]        5411 1.000
mu[368]        5127 1.000
mu[369]        5582 1.000
mu[370]        5368 1.000
mu[371]        5765 1.000
mu[372]        4899 1.000
mu[373]        5668 1.000
mu[374]        5099 1.000
mu[375]        5479 1.000
mu[376]        5599 1.000
mu[377]        5258 1.000
mu[378]        5641 1.000
mu[379]        5398 1.000
mu[380]        4284 1.000
mu[381]        5125 1.000
mu[382]        5439 1.000
mu[383]        4454 1.000
mu[384]        5882 1.000
mu[385]        5179 1.000
mu[386]        4590 1.000
mu[387]        4850 1.000
mu[388]        4901 1.000
mu[389]        5453 1.000
mu[390]        5246 1.000
mu[391]        5952 1.000
mu[392]        4858 1.000
mu[393]        5011 1.000
mu[394]        5924 1.000
mu[395]        5679 1.000
mu[396]        5410 1.000
mu[397]        4818 1.000
mu[398]        5200 1.000
mu[399]        4768 1.000
mu[400]        5260 1.000
mu[401]        4479 1.000
mu[402]        5687 1.000
mu[403]        4799 1.000
mu[404]        4798 1.000
mu[405]        4428 1.000
mu[406]        4446 1.000
mu[407]        5450 1.000
mu[408]        5361 1.000
mu[409]        5348 1.000
mu[410]        4757 1.000
mu[411]        5551 1.000
mu[412]        5392 1.000
mu[413]        5583 1.000
mu[414]        5373 1.000
mu[415]        5221 1.000
mu[416]        5018 1.000
mu[417]        5711 1.000
mu[418]        4753 1.000
mu[419]        5728 1.000
mu[420]        5770 1.000
mu[421]        5441 1.000
mu[422]        5348 1.000
mu[423]        5476 1.000
mu[424]        5314 1.000
mu[425]        4110 1.000
mu[426]        4579 1.000
mu[427]        5373 1.000
mu[428]        4914 1.000
mu[429]        5329 1.000
mu[430]        5658 1.000
mu[431]        5240 1.000
mu[432]        5243 1.000
mu[433]        4831 1.000
mu[434]        5624 1.000
mu[435]        4359 1.000
mu[436]        5501 1.000
mu[437]        5397 1.000
mu[438]        5877 1.000
mu[439]        5300 1.000
mu[440]        5176 1.000
mu[441]        4232 1.000
mu[442]        5048 1.000
mu[443]        5628 1.000
mu[444]        5810 1.000
mu[445]        5224 1.000
mu[446]        4860 1.000
mu[447]        5529 1.000
mu[448]        4693 1.000
mu[449]        5113 1.000
mu[450]        5045 1.000
mu[451]        5116 1.000
mu[452]        5600 1.000
mu[453]        5533 1.000
mu[454]        4647 1.000
mu[455]        4543 1.000
mu[456]        4285 1.000
mu[457]        5487 1.000
mu[458]        5606 1.000
mu[459]        4942 1.000
mu[460]        5288 1.000
mu[461]        5082 1.000
mu[462]        5402 1.000
mu[463]        5392 1.000
mu[464]        5243 1.000
mu[465]        4945 1.000
mu[466]        5803 1.000
mu[467]        4397 1.001
mu[468]        5385 1.000
mu[469]        4678 1.001
mu[470]        4809 1.000
mu[471]        4738 1.000
mu[472]        4152 1.000
mu[473]        4484 1.000
mu[474]        4054 1.000
mu[475]        5378 1.000
mu[476]        5714 1.000
mu[477]        5624 1.000
mu[478]        4779 1.000
mu[479]        5016 1.000
mu[480]        5223 1.000
mu[481]        5372 1.000
mu[482]        5108 1.000
mu[483]        5023 1.000
mu[484]        5834 1.000
mu[485]        5679 1.000
mu[486]        5875 1.000
mu[487]        5155 1.000
mu[488]        5609 1.000
mu[489]        5311 1.000
mu[490]        4789 1.000
mu[491]        5270 1.000
mu[492]        5565 1.000
mu[493]        5569 1.000
mu[494]        5585 1.000
mu[495]        5116 1.000
mu[496]        4480 1.000
mu[497]        4223 1.000
mu[498]        4175 1.000
mu[499]        4564 1.000
mu[500]        4675 1.000
mu[501]        5395 1.000
mu[502]        4667 1.000
mu[503]        5644 1.000
mu[504]        5256 1.000
mu[505]        5008 1.000
mu[506]        4382 1.000
mu[507]        5330 1.000
mu[508]        4745 1.000
mu[509]        4294 1.000
mu[510]        4870 1.000
mu[511]        5170 1.000
mu[512]        4629 1.000
mu[513]        4204 1.000
mu[514]        5087 1.000
mu[515]        5188 1.000
mu[516]        4786 1.000
mu[517]        5317 1.000
mu[518]        5144 1.000
mu[519]        4625 1.000
mu[520]        5320 1.000
mu[521]        4772 1.000
mu[522]        4953 1.000
mu[523]        4692 1.000
mu[524]        5133 1.000
mu[525]        3869 1.000
mu[526]        5012 1.000
mu[527]        4583 1.000
mu[528]        4364 1.000
mu[529]        5555 1.000
mu[530]        4363 1.000
mu[531]        5404 1.000
mu[532]        4799 1.000
mu[533]        4511 1.000
mu[534]        4722 1.000
mu[535]        5581 1.000
mu[536]        4641 1.001
mu[537]        4896 1.000
mu[538]        5646 1.000
mu[539]        4022 1.000
mu[540]        5184 1.000
mu[541]        4703 1.000
mu[542]        5204 1.000
mu[543]        4886 1.000
mu[544]        5722 1.000
mu[545]        4505 1.000
mu[546]        4523 1.000
mu[547]        5361 1.000
mu[548]        4589 1.000
mu[549]        4154 1.000
mu[550]        4224 1.000
mu[551]        4376 1.000
mu[552]        4864 1.000
mu[553]        5528 1.000
mu[554]        4532 1.000
mu[555]        5095 1.000
mu[556]        4786 1.000
mu[557]        4954 1.000
mu[558]        5144 1.000
mu[559]        3956 1.000
mu[560]        4080 1.000
mu[561]        4720 1.001
mu[562]        4826 1.000
mu[563]        4534 1.000
mu[564]        5059 1.000
mu[565]        5075 1.000
mu[566]        4667 1.000
mu[567]        5018 1.000
mu[568]        4526 1.000
mu[569]        4589 1.000
mu[570]        5302 1.000
mu[571]        4710 1.000
mu[572]        4015 1.000
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log_lik[1177]  5003 1.001
log_lik[1178]  4390 1.001
log_lik[1179]  5141 1.000
log_lik[1180]  4947 1.000
log_lik[1181]  4842 1.001
log_lik[1182]  5012 1.000
log_lik[1183]  5522 1.000
log_lik[1184]  4497 1.000
log_lik[1185]  4779 1.001
log_lik[1186]  4405 1.000
log_lik[1187]  4908 1.001
log_lik[1188]  4643 1.001
log_lik[1189]  5287 1.000
log_lik[1190]  5185 1.001
log_lik[1191]  4721 1.000
log_lik[1192]  5207 1.000
log_lik[1193]  5203 1.000
log_lik[1194]  4621 1.000
log_lik[1195]  5451 1.000
log_lik[1196]  4296 1.000
log_lik[1197]  5576 1.001
log_lik[1198]  5616 1.000
log_lik[1199]  4713 1.000
log_lik[1200]  6041 1.000
log_lik[1201]  4945 1.000
log_lik[1202]  5249 1.001
log_lik[1203]  4734 1.001
log_lik[1204]  4720 1.001
log_lik[1205]  4821 1.000
log_lik[1206]  5037 1.001
log_lik[1207]  5641 1.001
log_lik[1208]  5798 1.000
log_lik[1209]  4842 1.001
log_lik[1210]  6000 1.000
log_lik[1211]  5242 1.000
log_lik[1212]  4798 1.000
log_lik[1213]  4980 1.000
log_lik[1214]  4753 1.001
log_lik[1215]  4226 1.000
log_lik[1216]  5138 1.001
log_lik[1217]  4600 1.001
log_lik[1218]  4877 1.001
log_lik[1219]  4936 1.000
log_lik[1220]  4456 1.000
log_lik[1221]  4509 1.000
log_lik[1222]  4314 1.000
log_lik[1223]  5894 1.000
log_lik[1224]  5060 1.000
log_lik[1225]  4918 1.001
log_lik[1226]  5021 1.000
log_lik[1227]  4971 1.000
log_lik[1228]  5518 1.000
log_lik[1229]  5749 1.000
log_lik[1230]  4607 1.000
log_lik[1231]  4898 1.001
log_lik[1232]  5240 1.001
log_lik[1233]  4737 1.000
log_lik[1234]  4467 1.000
log_lik[1235]  4722 1.000
log_lik[1236]  4839 1.001
log_lik[1237]  5396 1.000
log_lik[1238]  4424 1.000
log_lik[1239]  4335 1.000
log_lik[1240]  4406 1.000
log_lik[1241]  4728 1.001
log_lik[1242]  5360 1.000
log_lik[1243]  5229 1.001
log_lik[1244]  4850 1.000
log_lik[1245]  5257 1.000
log_lik[1246]  4202 1.000
log_lik[1247]  4952 1.000
log_lik[1248]  5340 1.000
log_lik[1249]  5347 1.001
log_lik[1250]  5007 1.000
log_lik[1251]  5542 1.000
log_lik[1252]  4887 1.000
log_lik[1253]  4866 1.001
log_lik[1254]  5220 1.000
log_lik[1255]  5322 1.000
log_lik[1256]  5046 1.000
log_lik[1257]  5160 1.000
log_lik[1258]  4929 1.000
log_lik[1259]  4711 1.001
log_lik[1260]  5107 1.000
log_lik[1261]  5544 1.001
log_lik[1262]  4752 1.000
log_lik[1263]  4630 1.000
log_lik[1264]  5149 1.001
log_lik[1265]  4824 1.001
log_lik[1266]  5245 1.000
log_lik[1267]  4120 1.000
log_lik[1268]  5331 1.000
log_lik[1269]  5215 1.000
log_lik[1270]  4944 1.000
log_lik[1271]  5335 1.000
log_lik[1272]  5088 1.000
log_lik[1273]  5226 1.001
log_lik[1274]  4648 1.000
log_lik[1275]  5372 1.000
log_lik[1276]  5193 1.000
log_lik[1277]  4986 1.001
log_lik[1278]  5191 1.000
log_lik[1279]  4788 1.000
log_lik[1280]  5378 1.001
log_lik[1281]  4349 1.000
log_lik[1282]  3999 1.000
log_lik[1283]  4872 1.000
log_lik[1284]  4679 1.000
log_lik[1285]  5103 1.001
log_lik[1286]  5111 1.000
log_lik[1287]  5025 1.001
log_lik[1288]  3991 1.000
log_lik[1289]  5379 1.000
log_lik[1290]  4860 1.001
log_lik[1291]  4810 1.000
log_lik[1292]  5067 1.000
log_lik[1293]  4653 1.000
log_lik[1294]  4426 1.000
log_lik[1295]  5546 1.000
log_lik[1296]  4693 1.001
log_lik[1297]  5539 1.000
log_lik[1298]  4932 1.000
log_lik[1299]  5318 1.000
log_lik[1300]  4568 1.001
log_lik[1301]  5535 1.000
log_lik[1302]  5114 1.000
log_lik[1303]  5638 1.000
log_lik[1304]  4862 1.001
log_lik[1305]  5850 1.000
log_lik[1306]  4815 1.000
log_lik[1307]  4469 1.001
log_lik[1308]  5074 1.000
log_lik[1309]  4793 1.000
log_lik[1310]  5400 1.000
log_lik[1311]  4498 1.000
log_lik[1312]  5012 1.000
log_lik[1313]  5182 1.000
log_lik[1314]  4104 1.000
log_lik[1315]  5657 1.000
log_lik[1316]  5151 1.000
log_lik[1317]  4985 1.001
log_lik[1318]  5438 1.000
log_lik[1319]  4924 1.000
log_lik[1320]  4752 1.000
log_lik[1321]  5029 1.000
log_lik[1322]  4839 1.001
log_lik[1323]  5497 1.000
log_lik[1324]  4975 1.000
log_lik[1325]  4716 1.000
log_lik[1326]  5009 1.001
log_lik[1327]  5709 1.000
log_lik[1328]  4552 1.000
log_lik[1329]  5584 1.000
log_lik[1330]  5260 1.000
log_lik[1331]  4617 1.000
log_lik[1332]  4513 1.000
log_lik[1333]  4695 1.001
log_lik[1334]  4820 1.000
log_lik[1335]  6160 1.000
log_lik[1336]  4393 1.000
log_lik[1337]  4572 1.000
log_lik[1338]  4748 1.001
log_lik[1339]  5213 1.000
log_lik[1340]  4727 1.001
log_lik[1341]  4882 1.000
log_lik[1342]  4565 1.000
log_lik[1343]  4128 1.000
log_lik[1344]  4921 1.000
log_lik[1345]  4838 1.001
log_lik[1346]  4928 1.000
log_lik[1347]  5076 1.000
log_lik[1348]  5912 1.000
log_lik[1349]  4695 1.000
log_lik[1350]  4771 1.001
log_lik[1351]  5034 1.001
log_lik[1352]  4707 1.001
log_lik[1353]  5076 1.001
log_lik[1354]  5408 1.000
log_lik[1355]  4220 1.000
log_lik[1356]  4750 1.001
log_lik[1357]  4985 1.000
log_lik[1358]  5800 1.001
log_lik[1359]  4996 1.000
log_lik[1360]  4830 1.000
log_lik[1361]  5178 1.000
log_lik[1362]  5461 1.000
log_lik[1363]  5189 1.000
log_lik[1364]  5261 1.000
log_lik[1365]  6239 1.000
log_lik[1366]  4735 1.001
log_lik[1367]  5145 1.000
log_lik[1368]  5680 1.000
log_lik[1369]  4942 1.001
log_lik[1370]  5086 1.000
log_lik[1371]  5233 1.000
log_lik[1372]  5208 1.000
log_lik[1373]  4385 1.000
log_lik[1374]  4923 1.001
log_lik[1375]  5667 1.000
log_lik[1376]  5598 1.000
log_lik[1377]  5722 1.000
log_lik[1378]  5360 1.000
log_lik[1379]  4782 1.001
log_lik[1380]  5131 1.000
log_lik[1381]  4913 1.000
log_lik[1382]  5094 1.000
log_lik[1383]  4354 1.000
log_lik[1384]  4856 1.001
log_lik[1385]  4638 1.000
log_lik[1386]  5463 1.000
log_lik[1387]  5371 1.000
log_lik[1388]  5059 1.000
log_lik[1389]  4794 1.000
log_lik[1390]  4887 1.001
log_lik[1391]  4756 1.001
log_lik[1392]  5029 1.001
log_lik[1393]  4648 1.001
log_lik[1394]  5115 1.000
log_lik[1395]  5322 1.000
log_lik[1396]  4417 1.000
log_lik[1397]  4820 1.000
log_lik[1398]  5116 1.000
log_lik[1399]  4659 1.000
log_lik[1400]  5210 1.000
log_lik[1401]  4780 1.000
log_lik[1402]  4557 1.000
log_lik[1403]  4794 1.000
log_lik[1404]  5537 1.000
log_lik[1405]  4560 1.001
log_lik[1406]  4709 1.000
log_lik[1407]  5786 1.000
log_lik[1408]  4775 1.001
log_lik[1409]  5078 1.001
log_lik[1410]  6049 1.000
log_lik[1411]  4635 1.001
log_lik[1412]  4265 1.000
log_lik[1413]  5565 1.000
log_lik[1414]  3993 1.000
log_lik[1415]  5282 1.000
log_lik[1416]  4674 1.000
log_lik[1417]  4889 1.000
log_lik[1418]  4254 1.000
log_lik[1419]  5017 1.000
log_lik[1420]  4332 1.000
log_lik[1421]  5280 1.000
log_lik[1422]  4467 1.000
log_lik[1423]  4827 1.000
log_lik[1424]  5138 1.000
log_lik[1425]  4871 1.000
log_lik[1426]  4714 1.000
log_lik[1427]  3861 1.000
log_lik[1428]  4207 1.000
log_lik[1429]  4783 1.000
log_lik[1430]  5979 1.000
log_lik[1431]  4691 1.000
log_lik[1432]  4661 1.000
log_lik[1433]  4721 1.000
log_lik[1434]  5365 1.001
log_lik[1435]  4984 1.000
log_lik[1436]  4890 1.000
log_lik[1437]  5194 1.001
log_lik[1438]  4148 1.000
log_lik[1439]  4973 1.000
log_lik[1440]  5708 1.000
log_lik[1441]  4914 1.000
log_lik[1442]  4461 1.000
log_lik[1443]  4989 1.000
log_lik[1444]  4446 1.000
log_lik[1445]  4467 1.000
log_lik[1446]  4682 1.000
log_lik[1447]  4246 1.000
log_lik[1448]  4843 1.000
log_lik[1449]  5020 1.000
log_lik[1450]  5446 1.000
log_lik[1451]  4544 1.000
log_lik[1452]  4806 1.001
log_lik[1453]  5371 1.000
log_lik[1454]  4796 1.000
log_lik[1455]  4600 1.001
log_lik[1456]  4631 1.000
log_lik[1457]  4249 1.000
log_lik[1458]  5378 1.001
log_lik[1459]  4254 1.000
log_lik[1460]  6284 1.000
y_hat          6147 1.000
lp__           2542 1.001

Samples were drawn using NUTS(diag_e) at Sun Sep  1 11:25:48 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at 
convergence, Rhat=1).

Params

beta_params1 = str_c(lapply(1:K, function (i) str_interp("beta[${i}]")))
beta_mu_params1 = str_c(lapply(1:K, function (i) str_interp("beta_mu[${i}]")))

params1 = c('alpha', beta_params1, beta_mu_params1, 'sigma', 'nu')

Diagnostics

summary(sf1)
$summary
                       mean      se_mean           sd          2.5%
alpha          1.230549e+01 5.082090e-05  0.003882032  1.229809e+01
beta[1]        6.270737e-01 1.526399e-03  0.099107562  4.356446e-01
beta[2]        6.568859e-01 1.682065e-03  0.109623840  4.395799e-01
beta[3]        1.907473e+00 1.981057e-03  0.121467231  1.671973e+00
beta_mu[1]     2.210372e-01 2.197577e-01 16.607134686 -3.237411e+01
beta_mu[2]     6.408439e-01 2.192514e-01 16.469379718 -3.125647e+01
beta_mu[3]     1.526474e+00 2.364856e-01 16.728445628 -3.163981e+01
sigma          1.162903e-01 5.900895e-05  0.003879989  1.087666e-01
nu             2.706152e+00 3.191462e-03  0.209529582  2.323164e+00
mu[1]          1.651823e+01 1.034357e-04  0.007798488  1.650320e+01
mu[2]          1.685634e+01 1.125101e-04  0.008435805  1.684003e+01
mu[3]          1.641274e+01 1.366835e-04  0.009629525  1.639413e+01
mu[4]          1.709907e+01 1.221055e-04  0.008870450  1.708209e+01
mu[5]          1.715320e+01 2.687324e-04  0.018297283  1.711756e+01
mu[6]          1.769504e+01 1.476132e-04  0.010753466  1.767421e+01
mu[7]          1.735266e+01 2.366661e-04  0.015561826  1.732250e+01
mu[8]          1.763671e+01 3.387864e-04  0.021442575  1.759570e+01
mu[9]          1.735291e+01 1.161658e-04  0.008770674  1.733585e+01
mu[10]         1.780528e+01 1.288273e-04  0.009566337  1.778674e+01
mu[11]         1.801530e+01 1.265266e-04  0.009557536  1.799652e+01
mu[12]         1.914854e+01 1.583205e-04  0.011532000  1.912631e+01
mu[13]         1.895710e+01 1.337321e-04  0.010286943  1.893702e+01
mu[14]         1.843084e+01 1.345697e-04  0.010148969  1.841096e+01
mu[15]         1.750627e+01 3.171674e-04  0.021574764  1.746480e+01
mu[16]         1.688517e+01 1.079202e-04  0.008161097  1.686932e+01
mu[17]         1.720101e+01 2.129318e-04  0.014021223  1.717419e+01
mu[18]         1.746839e+01 1.432471e-04  0.010228928  1.744885e+01
mu[19]         1.720015e+01 1.159686e-04  0.008746882  1.718313e+01
mu[20]         1.648328e+01 1.373812e-04  0.010019202  1.646413e+01
mu[21]         1.624305e+01 1.072357e-04  0.008017150  1.622744e+01
mu[22]         1.638822e+01 9.536684e-05  0.007312513  1.637415e+01
mu[23]         1.634528e+01 1.133429e-04  0.008401993  1.632922e+01
mu[24]         1.683952e+01 1.076167e-04  0.008135981  1.682375e+01
mu[25]         1.693196e+01 1.068545e-04  0.008117052  1.691614e+01
mu[26]         1.618940e+01 1.496248e-04  0.010525740  1.616917e+01
mu[27]         1.606052e+01 1.439948e-04  0.010062237  1.604071e+01
mu[28]         1.584666e+01 1.995691e-04  0.013106393  1.582055e+01
mu[29]         1.543828e+01 8.555116e-05  0.006479918  1.542577e+01
mu[30]         1.523841e+01 1.213148e-04  0.008642044  1.522127e+01
mu[31]         1.531786e+01 1.473024e-04  0.010056740  1.529842e+01
mu[32]         1.467625e+01 1.309444e-04  0.009140439  1.465864e+01
mu[33]         1.415288e+01 8.436056e-05  0.006209700  1.414103e+01
mu[34]         1.393607e+01 6.812147e-05  0.005154916  1.392623e+01
mu[35]         1.322658e+01 2.585789e-04  0.017065775  1.319350e+01
mu[36]         1.317206e+01 8.807316e-05  0.006200425  1.315958e+01
mu[37]         1.361240e+01 1.216101e-04  0.008389982  1.359569e+01
mu[38]         1.481136e+01 3.116833e-04  0.021094071  1.476992e+01
mu[39]         1.522440e+01 8.247610e-05  0.006241362  1.521228e+01
mu[40]         1.479099e+01 1.008903e-04  0.007067048  1.477752e+01
mu[41]         1.468721e+01 7.493643e-05  0.005690625  1.467626e+01
mu[42]         1.489588e+01 9.890758e-05  0.007073948  1.488236e+01
mu[43]         1.475428e+01 7.289238e-05  0.005581966  1.474337e+01
mu[44]         1.522767e+01 1.323280e-04  0.009318915  1.520919e+01
mu[45]         1.463167e+01 9.691601e-05  0.006972970  1.461832e+01
mu[46]         1.376814e+01 1.183001e-04  0.008244001  1.375214e+01
mu[47]         1.360712e+01 1.268600e-04  0.008523931  1.359059e+01
mu[48]         1.380749e+01 9.476851e-05  0.006618556  1.379442e+01
mu[49]         1.450019e+01 1.406716e-04  0.009755825  1.448081e+01
mu[50]         1.493877e+01 1.336239e-04  0.009071603  1.492110e+01
mu[51]         1.501365e+01 1.304077e-04  0.009135702  1.499571e+01
mu[52]         1.440349e+01 1.354816e-04  0.009192627  1.438569e+01
mu[53]         1.424278e+01 6.979436e-05  0.005293156  1.423268e+01
mu[54]         1.432369e+01 7.638330e-05  0.005735468  1.431255e+01
mu[55]         1.423861e+01 1.470252e-04  0.009492502  1.422063e+01
mu[56]         1.432685e+01 7.134654e-05  0.005414715  1.431631e+01
mu[57]         1.450416e+01 1.295600e-04  0.008722778  1.448728e+01
mu[58]         1.471733e+01 7.408207e-05  0.005650015  1.470655e+01
mu[59]         1.412143e+01 8.208518e-05  0.006041264  1.410998e+01
mu[60]         1.394859e+01 7.326247e-05  0.005434285  1.393830e+01
mu[61]         1.308052e+01 2.928543e-04  0.018549877  1.304385e+01
mu[62]         1.303998e+01 7.900518e-05  0.005444583  1.302954e+01
mu[63]         1.416546e+01 8.636719e-05  0.006086245  1.415390e+01
mu[64]         1.397957e+01 7.364859e-05  0.005410277  1.396922e+01
mu[65]         1.357676e+01 8.960064e-05  0.006231360  1.356477e+01
mu[66]         1.328378e+01 6.870386e-05  0.005063632  1.327426e+01
mu[67]         1.338870e+01 6.748418e-05  0.004978066  1.337933e+01
mu[68]         1.355927e+01 7.898510e-05  0.005686655  1.354800e+01
mu[69]         1.387630e+01 1.308775e-04  0.008698971  1.385931e+01
mu[70]         1.402839e+01 9.486886e-05  0.006729414  1.401518e+01
mu[71]         1.381928e+01 1.106328e-04  0.007416283  1.380505e+01
mu[72]         1.289523e+01 1.433701e-04  0.010000893  1.287603e+01
mu[73]         1.234760e+01 6.446316e-05  0.004586014  1.233898e+01
mu[74]         1.226348e+01 5.554925e-05  0.004163695  1.225554e+01
mu[75]         1.219219e+01 6.964410e-05  0.004836502  1.218279e+01
mu[76]         1.292940e+01 9.723813e-05  0.006743112  1.291600e+01
mu[77]         1.295661e+01 5.678528e-05  0.004290846  1.294851e+01
mu[78]         1.285670e+01 6.303965e-05  0.004606838  1.284792e+01
mu[79]         1.240228e+01 6.811113e-05  0.004933210  1.239286e+01
mu[80]         1.238502e+01 1.026812e-04  0.006995319  1.237113e+01
mu[81]         1.234174e+01 6.109986e-05  0.004475433  1.233290e+01
mu[82]         1.249767e+01 5.489204e-05  0.004135931  1.248991e+01
mu[83]         1.269162e+01 6.900334e-05  0.005036143  1.268208e+01
mu[84]         1.295155e+01 1.178488e-04  0.007814332  1.293632e+01
mu[85]         1.261360e+01 6.808109e-05  0.005029541  1.260417e+01
mu[86]         1.209788e+01 1.115108e-04  0.007860890  1.208261e+01
mu[87]         1.283752e+01 1.237432e-04  0.008733288  1.282063e+01
mu[88]         1.312186e+01 6.948159e-05  0.004979382  1.311240e+01
mu[89]         1.307765e+01 8.737367e-05  0.006208938  1.306563e+01
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mu[953]        8.169190e+00 2.197990e-04  0.015235163  8.139369e+00
mu[954]        8.445129e+00 1.236575e-04  0.008446826  8.428268e+00
mu[955]        8.492415e+00 9.721007e-05  0.006694219  8.479585e+00
mu[956]        8.439894e+00 1.446606e-04  0.009581362  8.421189e+00
mu[957]        8.384516e+00 9.338856e-05  0.006627135  8.371660e+00
mu[958]        8.364696e+00 1.021728e-04  0.007451114  8.350132e+00
mu[959]        8.213555e+00 8.594471e-05  0.006278913  8.201320e+00
mu[960]        8.556490e+00 8.767794e-05  0.006231536  8.544214e+00
mu[961]        8.997050e+00 1.293148e-04  0.008329584  8.980817e+00
mu[962]        8.688308e+00 7.510846e-05  0.005685211  8.677409e+00
mu[963]        8.737691e+00 1.011137e-04  0.007416307  8.723169e+00
mu[964]        8.613611e+00 7.968500e-05  0.006024957  8.602047e+00
mu[965]        9.141764e+00 1.213003e-04  0.007972943  9.125787e+00
mu[966]        9.175659e+00 6.870254e-05  0.005143166  9.165708e+00
mu[967]        9.307832e+00 8.858377e-05  0.006170174  9.295455e+00
mu[968]        9.296447e+00 8.125357e-05  0.005679630  9.285383e+00
mu[969]        9.359353e+00 7.071449e-05  0.005218461  9.349473e+00
mu[970]        9.514595e+00 8.188752e-05  0.005747936  9.503185e+00
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mu[976]        1.046346e+01 1.569030e-04  0.009918268  1.044412e+01
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mu[986]        1.170215e+01 5.895547e-05  0.004305646  1.169373e+01
mu[987]        1.166644e+01 6.131094e-05  0.004358702  1.165799e+01
mu[988]        1.163247e+01 1.046943e-04  0.006827451  1.161901e+01
mu[989]        1.216601e+01 1.691065e-04  0.010693174  1.214512e+01
mu[990]        1.280533e+01 1.125107e-04  0.007350334  1.279106e+01
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mu[993]        1.261611e+01 6.641785e-05  0.004759704  1.260688e+01
mu[994]        1.265323e+01 7.089264e-05  0.005158787  1.264340e+01
mu[995]        1.259553e+01 7.459334e-05  0.005265493  1.258524e+01
mu[996]        1.236137e+01 9.027129e-05  0.006216899  1.234898e+01
mu[997]        1.242003e+01 7.009265e-05  0.004867405  1.241069e+01
mu[998]        1.214576e+01 5.071461e-05  0.003866655  1.213841e+01
mu[999]        1.210481e+01 8.588601e-05  0.005759217  1.209384e+01
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mu[1001]       1.224976e+01 1.031558e-04  0.006777099  1.223643e+01
mu[1002]       1.183281e+01 7.785327e-05  0.005692088  1.182183e+01
mu[1003]       1.225115e+01 9.980485e-05  0.006824089  1.223762e+01
mu[1004]       1.202264e+01 6.240256e-05  0.004446366  1.201420e+01
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mu[1006]       1.172886e+01 1.319996e-04  0.008451312  1.171190e+01
mu[1007]       1.192383e+01 1.289571e-04  0.008260696  1.190746e+01
mu[1008]       1.161161e+01 1.454929e-04  0.009557256  1.159311e+01
mu[1009]       1.156825e+01 5.970656e-05  0.004336570  1.155984e+01
mu[1010]       1.146564e+01 6.133738e-05  0.004456888  1.145711e+01
mu[1011]       1.129168e+01 5.204334e-05  0.003954371  1.128417e+01
mu[1012]       1.055210e+01 3.098078e-04  0.020259547  1.051263e+01
mu[1013]       1.038672e+01 5.852010e-05  0.004331026  1.037835e+01
mu[1014]       1.042919e+01 6.289394e-05  0.004683197  1.042002e+01
mu[1015]       1.035127e+01 5.711714e-05  0.004269121  1.034302e+01
mu[1016]       1.026921e+01 7.153444e-05  0.005228108  1.025924e+01
mu[1017]       1.020084e+01 5.995989e-05  0.004537344  1.019220e+01
mu[1018]       1.027429e+01 1.778473e-04  0.011699949  1.025098e+01
mu[1019]       1.053624e+01 2.440850e-04  0.015569340  1.050520e+01
mu[1020]       1.078770e+01 1.047063e-04  0.007455965  1.077299e+01
mu[1021]       1.109406e+01 7.388538e-05  0.005175994  1.108374e+01
mu[1022]       1.107430e+01 6.715040e-05  0.004993303  1.106456e+01
mu[1023]       1.072492e+01 7.013615e-05  0.005121158  1.071479e+01
mu[1024]       1.079464e+01 7.333995e-05  0.005044340  1.078464e+01
mu[1025]       1.130580e+01 8.395510e-05  0.005647933  1.129463e+01
mu[1026]       1.070025e+01 1.825107e-04  0.012384285  1.067593e+01
mu[1027]       1.070347e+01 6.692289e-05  0.004798877  1.069437e+01
mu[1028]       1.052290e+01 1.042496e-04  0.006779207  1.050972e+01
mu[1029]       1.067073e+01 1.127034e-04  0.007931258  1.065489e+01
mu[1030]       1.057324e+01 9.815314e-05  0.006550165  1.056019e+01
mu[1031]       1.048152e+01 6.854204e-05  0.004848759  1.047191e+01
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mu[1034]       1.077084e+01 5.753997e-05  0.004244202  1.076260e+01
mu[1035]       1.071900e+01 7.881498e-05  0.005415674  1.070837e+01
mu[1036]       1.065216e+01 5.531717e-05  0.004194495  1.064409e+01
mu[1037]       1.086081e+01 6.563421e-05  0.004645511  1.085173e+01
mu[1038]       1.129028e+01 1.487948e-04  0.009462956  1.127135e+01
mu[1039]       1.146753e+01 6.945748e-05  0.005016530  1.145796e+01
mu[1040]       1.145390e+01 7.578115e-05  0.005307709  1.144324e+01
mu[1041]       1.132096e+01 6.806750e-05  0.004766417  1.131161e+01
mu[1042]       1.092810e+01 8.759899e-05  0.006381311  1.091550e+01
mu[1043]       1.088714e+01 6.236168e-05  0.004491271  1.087815e+01
mu[1044]       1.073636e+01 8.158790e-05  0.005883463  1.072474e+01
mu[1045]       1.096944e+01 1.450348e-04  0.009754534  1.095021e+01
mu[1046]       1.080807e+01 6.164286e-05  0.004459813  1.079930e+01
mu[1047]       1.069262e+01 1.082388e-04  0.007065864  1.067865e+01
mu[1048]       1.067404e+01 6.635360e-05  0.004833875  1.066460e+01
mu[1049]       1.058871e+01 6.910499e-05  0.004923609  1.057908e+01
mu[1050]       1.058588e+01 6.752600e-05  0.004825226  1.057644e+01
mu[1051]       1.080499e+01 7.916643e-05  0.005397622  1.079432e+01
mu[1052]       1.057576e+01 5.958378e-05  0.004504754  1.056716e+01
mu[1053]       1.022485e+01 7.034491e-05  0.005246939  1.021450e+01
mu[1054]       1.016176e+01 9.746577e-05  0.006538704  1.014880e+01
mu[1055]       1.012651e+01 6.512202e-05  0.004900181  1.011701e+01
mu[1056]       9.869139e+00 1.074143e-04  0.007704707  9.853942e+00
mu[1057]       1.007189e+01 1.056049e-04  0.007019514  1.005777e+01
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mu[1062]       8.616835e+00 1.126103e-04  0.008237895  8.600626e+00
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mu[1086]       8.850412e+00 1.058198e-04  0.007320888  8.836231e+00
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mu[1089]       8.682387e+00 1.081446e-04  0.007205813  8.668362e+00
mu[1090]       8.473269e+00 8.136082e-05  0.005967077  8.461732e+00
mu[1091]       8.057037e+00 1.628470e-04  0.010667880  8.035751e+00
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mu[1095]       8.855111e+00 1.835521e-04  0.012211336  8.831011e+00
mu[1096]       8.995839e+00 9.833184e-05  0.007077389  8.982092e+00
mu[1097]       9.036199e+00 3.791435e-04  0.025392791  8.986554e+00
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mu[1099]       8.875875e+00 7.924739e-05  0.005723759  8.864718e+00
mu[1100]       8.762779e+00 1.039501e-04  0.007027020  8.748717e+00
mu[1101]       8.808573e+00 8.402050e-05  0.006045807  8.796827e+00
mu[1102]       8.760487e+00 1.261023e-04  0.008462102  8.743581e+00
mu[1103]       8.553817e+00 8.946896e-05  0.006400469  8.541068e+00
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mu[1141]       9.308157e+00 9.731418e-05  0.006662917  9.294699e+00
mu[1142]       9.200975e+00 7.547048e-05  0.005457122  9.190381e+00
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mu[1144]       9.286752e+00 8.001098e-05  0.005604647  9.275774e+00
mu[1145]       9.962213e+00 9.423654e-05  0.006405351  9.949729e+00
mu[1146]       9.875976e+00 9.555899e-05  0.006951459  9.862235e+00
mu[1147]       1.041891e+01 9.759443e-05  0.006488614  1.040630e+01
mu[1148]       1.000408e+01 8.572308e-05  0.005904091  9.992750e+00
mu[1149]       1.064087e+01 8.801748e-05  0.006063828  1.062903e+01
mu[1150]       1.040286e+01 6.709758e-05  0.004781152  1.039349e+01
mu[1151]       1.038004e+01 5.905101e-05  0.004493600  1.037138e+01
mu[1152]       1.031813e+01 5.599429e-05  0.004275453  1.030992e+01
mu[1153]       1.022594e+01 5.583079e-05  0.004229408  1.021781e+01
mu[1154]       1.050841e+01 5.669334e-05  0.004282912  1.050026e+01
mu[1155]       1.199497e+01 3.323231e-04  0.020412546  1.195558e+01
mu[1156]       1.122226e+01 1.397996e-04  0.009448674  1.120397e+01
mu[1157]       1.104355e+01 5.645716e-05  0.004274059  1.103536e+01
mu[1158]       1.117010e+01 8.434361e-05  0.005787649  1.115907e+01
mu[1159]       1.104526e+01 6.219657e-05  0.004464415  1.103652e+01
mu[1160]       1.098201e+01 6.387937e-05  0.004596152  1.097288e+01
mu[1161]       1.112473e+01 7.054054e-05  0.004846270  1.111529e+01
mu[1162]       1.096646e+01 5.219265e-05  0.003984496  1.095880e+01
mu[1163]       1.090929e+01 7.019551e-05  0.004920744  1.089961e+01
mu[1164]       1.098936e+01 9.045088e-05  0.006379685  1.097672e+01
mu[1165]       1.104735e+01 7.258339e-05  0.005241810  1.103734e+01
mu[1166]       1.104153e+01 6.317672e-05  0.004468785  1.103280e+01
mu[1167]       1.120563e+01 9.956843e-05  0.006506651  1.119310e+01
mu[1168]       1.085150e+01 5.257798e-05  0.004015064  1.084377e+01
mu[1169]       1.067657e+01 5.943542e-05  0.004340539  1.066815e+01
mu[1170]       1.056177e+01 1.066943e-04  0.007598700  1.054669e+01
mu[1171]       1.036675e+01 1.238505e-04  0.008084639  1.035081e+01
mu[1172]       9.946157e+00 9.337127e-05  0.006822754  9.932660e+00
mu[1173]       1.026062e+01 7.431259e-05  0.005247612  1.025039e+01
mu[1174]       1.015247e+01 5.768459e-05  0.004402607  1.014402e+01
mu[1175]       1.012603e+01 7.283293e-05  0.005166315  1.011600e+01
mu[1176]       1.019086e+01 7.395783e-05  0.005414550  1.018047e+01
mu[1177]       9.992838e+00 6.504449e-05  0.004893597  9.983363e+00
mu[1178]       9.468896e+00 1.989789e-04  0.013460129  9.442592e+00
mu[1179]       9.626263e+00 9.478412e-05  0.006310687  9.613974e+00
mu[1180]       9.712135e+00 8.577051e-05  0.005927135  9.700573e+00
mu[1181]       9.632616e+00 6.138454e-05  0.004635664  9.623872e+00
mu[1182]       9.570563e+00 7.490439e-05  0.005343795  9.560168e+00
mu[1183]       9.493447e+00 7.390173e-05  0.005418720  9.483060e+00
mu[1184]       9.970632e+00 8.692106e-05  0.005935560  9.958940e+00
mu[1185]       1.005780e+01 7.422673e-05  0.005215987  1.004755e+01
mu[1186]       9.932968e+00 1.136575e-04  0.007334244  9.918765e+00
mu[1187]       9.713910e+00 7.114525e-05  0.005098937  9.704000e+00
mu[1188]       1.021327e+01 9.733965e-05  0.006518642  1.020063e+01
mu[1189]       1.029372e+01 7.380058e-05  0.005293614  1.028360e+01
mu[1190]       1.006354e+01 6.165126e-05  0.004673210  1.005449e+01
mu[1191]       1.019803e+01 8.101380e-05  0.005490150  1.018733e+01
mu[1192]       1.002602e+01 7.232350e-05  0.005130119  1.001605e+01
mu[1193]       1.030375e+01 6.449686e-05  0.004758796  1.029468e+01
mu[1194]       1.044514e+01 7.568716e-05  0.005251116  1.043487e+01
mu[1195]       1.021681e+01 6.037833e-05  0.004456947  1.020816e+01
mu[1196]       1.137871e+01 1.384055e-04  0.008815134  1.136140e+01
mu[1197]       1.151570e+01 5.744820e-05  0.004306302  1.150753e+01
mu[1198]       1.130324e+01 5.035569e-05  0.003834490  1.129600e+01
mu[1199]       1.138669e+01 7.493631e-05  0.005077584  1.137677e+01
mu[1200]       1.148749e+01 5.451092e-05  0.004129519  1.147965e+01
mu[1201]       1.128369e+01 7.351771e-05  0.005383799  1.127332e+01
mu[1202]       1.110296e+01 5.833095e-05  0.004399322  1.109444e+01
mu[1203]       1.121994e+01 7.126956e-05  0.005019656  1.120983e+01
mu[1204]       1.102202e+01 5.927891e-05  0.004316148  1.101340e+01
mu[1205]       1.100593e+01 6.322729e-05  0.004514295  1.099703e+01
mu[1206]       1.105432e+01 7.736372e-05  0.005385740  1.104378e+01
mu[1207]       1.090986e+01 5.572185e-05  0.004225434  1.090170e+01
mu[1208]       1.086226e+01 5.284247e-05  0.003983167  1.085471e+01
mu[1209]       1.100614e+01 7.189421e-05  0.005069321  1.099612e+01
mu[1210]       1.095389e+01 5.241908e-05  0.003978962  1.094628e+01
mu[1211]       1.054042e+01 7.140732e-05  0.005123562  1.053034e+01
mu[1212]       1.064597e+01 1.149377e-04  0.007778678  1.063038e+01
mu[1213]       1.058983e+01 6.542061e-05  0.004877224  1.058042e+01
mu[1214]       1.057843e+01 5.362784e-05  0.004070219  1.057056e+01
mu[1215]       1.109132e+01 1.522658e-04  0.009803139  1.107207e+01
mu[1216]       1.106444e+01 8.381659e-05  0.006020192  1.105296e+01
mu[1217]       1.073955e+01 8.271223e-05  0.005691288  1.072815e+01
mu[1218]       1.069468e+01 5.299226e-05  0.004014635  1.068713e+01
mu[1219]       9.836385e+00 1.832179e-04  0.012731470  9.811241e+00
mu[1220]       9.529931e+00 1.159051e-04  0.007613271  9.515164e+00
mu[1221]       1.001774e+01 1.405060e-04  0.009420053  9.999156e+00
mu[1222]       1.043004e+01 1.412646e-04  0.008895525  1.041294e+01
mu[1223]       9.823228e+00 6.824275e-05  0.005128075  9.813386e+00
mu[1224]       1.001861e+01 6.981011e-05  0.004958105  1.000883e+01
mu[1225]       9.841490e+00 6.245733e-05  0.004727917  9.832312e+00
mu[1226]       9.916137e+00 6.129536e-05  0.004584576  9.907438e+00
mu[1227]       1.024044e+01 6.988776e-05  0.004904648  1.023087e+01
mu[1228]       1.026916e+01 5.947591e-05  0.004400453  1.026062e+01
mu[1229]       1.005627e+01 6.009854e-05  0.004471582  1.004756e+01
mu[1230]       9.934449e+00 9.548418e-05  0.006310817  9.922098e+00
mu[1231]       9.736347e+00 8.217395e-05  0.005870441  9.724680e+00
mu[1232]       9.695145e+00 7.147957e-05  0.005321197  9.684802e+00
mu[1233]       9.568148e+00 1.090314e-04  0.007113770  9.554184e+00
mu[1234]       9.532306e+00 1.076661e-04  0.007107320  9.518581e+00
mu[1235]       9.438119e+00 9.977383e-05  0.006608619  9.425232e+00
mu[1236]       9.244348e+00 6.876137e-05  0.005102814  9.234471e+00
mu[1237]       9.357458e+00 7.439152e-05  0.005475903  9.346616e+00
mu[1238]       9.072216e+00 1.673339e-04  0.011183745  9.049827e+00
mu[1239]       9.298403e+00 1.369243e-04  0.009069760  9.280455e+00
mu[1240]       9.092693e+00 1.025221e-04  0.006820124  9.079432e+00
mu[1241]       9.059722e+00 8.750935e-05  0.006140326  9.047804e+00
mu[1242]       9.239811e+00 6.766164e-05  0.005033340  9.230103e+00
mu[1243]       9.277432e+00 6.567899e-05  0.004993507  9.267920e+00
mu[1244]       8.993184e+00 8.850567e-05  0.006103853  8.981298e+00
mu[1245]       8.865355e+00 8.322091e-05  0.005989960  8.853752e+00
mu[1246]       9.076058e+00 1.476758e-04  0.009586308  9.057051e+00
mu[1247]       8.966882e+00 1.032771e-04  0.007057691  8.952880e+00
mu[1248]       8.754587e+00 9.406763e-05  0.006951834  8.741007e+00
mu[1249]       8.679919e+00 9.194825e-05  0.006810535  8.666681e+00
mu[1250]       8.444501e+00 8.782875e-05  0.006301420  8.432124e+00
mu[1251]       8.281418e+00 7.981880e-05  0.005924961  8.269975e+00
mu[1252]       8.292397e+00 1.052672e-04  0.007376410  8.277938e+00
mu[1253]       8.222138e+00 8.466140e-05  0.006210309  8.210111e+00
mu[1254]       8.416083e+00 7.738307e-05  0.005761954  8.404981e+00
mu[1255]       8.251296e+00 1.045136e-04  0.007591225  8.236470e+00
mu[1256]       8.293843e+00 1.028185e-04  0.007199474  8.279817e+00
mu[1257]       9.393358e+00 7.691064e-05  0.005427167  9.382828e+00
mu[1258]       9.564939e+00 8.113315e-05  0.005612424  9.553846e+00
mu[1259]       9.369880e+00 7.891939e-05  0.005574033  9.359002e+00
mu[1260]       9.465307e+00 6.971835e-05  0.005101050  9.455356e+00
mu[1261]       9.215049e+00 1.045006e-04  0.007577709  9.200010e+00
mu[1262]       8.789477e+00 9.646492e-05  0.006772481  8.776473e+00
mu[1263]       9.055064e+00 1.108077e-04  0.007492910  9.040444e+00
mu[1264]       9.338302e+00 1.081695e-04  0.007436884  9.323455e+00
mu[1265]       9.037284e+00 7.700424e-05  0.005593968  9.026226e+00
mu[1266]       8.845065e+00 8.500839e-05  0.006056438  8.833366e+00
mu[1267]       8.947268e+00 1.774353e-04  0.011304187  8.925262e+00
mu[1268]       8.851138e+00 8.537809e-05  0.006128617  8.839197e+00
mu[1269]       8.865180e+00 7.425653e-05  0.005513459  8.854477e+00
mu[1270]       9.080404e+00 1.079136e-04  0.007285997  9.065600e+00
mu[1271]       9.132197e+00 7.919368e-05  0.005736080  9.120894e+00
mu[1272]       9.160537e+00 8.052812e-05  0.005790675  9.149188e+00
mu[1273]       9.255160e+00 6.574949e-05  0.004933086  9.245742e+00
mu[1274]       9.391580e+00 9.064683e-05  0.006356567  9.379208e+00
mu[1275]       9.339641e+00 7.478780e-05  0.005389301  9.329153e+00
mu[1276]       9.378556e+00 7.091127e-05  0.005153619  9.368466e+00
mu[1277]       9.268416e+00 6.860330e-05  0.005068436  9.258716e+00
mu[1278]       9.217649e+00 7.440638e-05  0.005413069  9.207071e+00
mu[1279]       9.101856e+00 1.136018e-04  0.007744580  9.086295e+00
mu[1280]       8.671411e+00 1.055309e-04  0.007747373  8.656066e+00
mu[1281]       8.532686e+00 1.219375e-04  0.007994446  8.516994e+00
mu[1282]       8.866432e+00 1.588586e-04  0.010123992  8.846590e+00
mu[1283]       8.587540e+00 1.073335e-04  0.007432284  8.573178e+00
mu[1284]       8.444701e+00 1.287717e-04  0.008808336  8.427566e+00
mu[1285]       8.584949e+00 8.057658e-05  0.005865617  8.573775e+00
mu[1286]       8.216680e+00 9.555545e-05  0.006820970  8.203351e+00
mu[1287]       8.014792e+00 9.667109e-05  0.007019792  8.001298e+00
mu[1288]       9.179785e+00 1.647561e-04  0.010479680  9.159312e+00
mu[1289]       8.957167e+00 9.496984e-05  0.006916606  8.943906e+00
mu[1290]       8.920440e+00 9.808536e-05  0.006780581  8.907284e+00
mu[1291]       8.991766e+00 8.066812e-05  0.005797163  8.980596e+00
mu[1292]       8.830141e+00 8.707870e-05  0.006208070  8.817929e+00
mu[1293]       8.508225e+00 1.048420e-04  0.007225917  8.493931e+00
mu[1294]       8.446567e+00 1.504316e-04  0.010214496  8.426091e+00
mu[1295]       8.338516e+00 7.911296e-05  0.005920578  8.327219e+00
mu[1296]       8.171528e+00 9.155862e-05  0.006524762  8.158978e+00
mu[1297]       8.102461e+00 7.989225e-05  0.006046121  8.090773e+00
mu[1298]       8.090376e+00 1.001128e-04  0.007093712  8.076201e+00
mu[1299]       7.787473e+00 8.964415e-05  0.006717010  7.774614e+00
mu[1300]       7.987076e+00 1.111077e-04  0.007696753  7.971937e+00
mu[1301]       7.700435e+00 8.847699e-05  0.006565263  7.687785e+00
mu[1302]       7.875748e+00 1.128676e-04  0.007905120  7.860332e+00
mu[1303]       7.902922e+00 8.203615e-05  0.006186127  7.891061e+00
mu[1304]       7.928549e+00 8.704865e-05  0.006401687  7.916217e+00
mu[1305]       7.932032e+00 8.292557e-05  0.006261437  7.920052e+00
mu[1306]       8.266653e+00 1.953046e-04  0.013126805  8.240988e+00
mu[1307]       8.073310e+00 1.496682e-04  0.009814327  8.054141e+00
mu[1308]       8.007421e+00 1.165790e-04  0.008031316  7.991499e+00
mu[1309]       8.036256e+00 9.481154e-05  0.006783898  8.022864e+00
mu[1310]       8.309327e+00 1.156207e-04  0.008451619  8.292564e+00
mu[1311]       7.815100e+00 1.911759e-04  0.013109917  7.789357e+00
mu[1312]       8.391835e+00 9.955468e-05  0.006833836  8.378515e+00
mu[1313]       8.281640e+00 9.142180e-05  0.006583155  8.268652e+00
mu[1314]       8.391875e+00 1.606191e-04  0.010261906  8.371782e+00
mu[1315]       8.308818e+00 8.116247e-05  0.006150096  8.296960e+00
mu[1316]       8.227148e+00 9.194559e-05  0.006600498  8.214150e+00
mu[1317]       8.426510e+00 1.667884e-04  0.011276054  8.404316e+00
mu[1318]       8.424033e+00 8.387057e-05  0.006110729  8.412193e+00
mu[1319]       9.485994e+00 7.355999e-05  0.005259147  9.475703e+00
mu[1320]       9.692276e+00 9.253776e-05  0.006463556  9.679426e+00
mu[1321]       9.539776e+00 7.228843e-05  0.005173880  9.529657e+00
mu[1322]       9.633243e+00 6.730410e-05  0.005097130  9.623427e+00
mu[1323]       9.526436e+00 6.432884e-05  0.004787054  9.517212e+00
mu[1324]       9.592482e+00 7.372787e-05  0.005246514  9.582210e+00
mu[1325]       1.005509e+01 6.653283e-05  0.004779186  1.004568e+01
mu[1326]       9.753095e+00 7.468797e-05  0.005351069  9.742522e+00
mu[1327]       9.647205e+00 6.316322e-05  0.004756895  9.637962e+00
mu[1328]       9.622391e+00 1.054444e-04  0.007131130  9.608045e+00
mu[1329]       9.502678e+00 6.617057e-05  0.004982087  9.493193e+00
mu[1330]       9.699762e+00 7.949610e-05  0.005700124  9.688418e+00
mu[1331]       1.002807e+01 9.596420e-05  0.006385097  1.001583e+01
mu[1332]       9.817357e+00 9.750874e-05  0.006702607  9.803938e+00
mu[1333]       9.653035e+00 8.716574e-05  0.005932682  9.641518e+00
mu[1334]       9.595422e+00 9.646639e-05  0.006680794  9.582466e+00
mu[1335]       9.446997e+00 7.204558e-05  0.005306203  9.436549e+00
mu[1336]       9.843753e+00 1.350534e-04  0.008741785  9.826700e+00
mu[1337]       9.916887e+00 8.985934e-05  0.006248475  9.904563e+00
mu[1338]       9.632338e+00 9.564653e-05  0.006354078  9.619985e+00
mu[1339]       9.624207e+00 8.955216e-05  0.006455587  9.611677e+00
mu[1340]       9.690129e+00 9.058107e-05  0.006470565  9.677305e+00
mu[1341]       9.733044e+00 7.649032e-05  0.005506934  9.722590e+00
mu[1342]       9.909919e+00 2.208881e-04  0.014784092  9.881006e+00
mu[1343]       9.890713e+00 1.229195e-04  0.007862854  9.875366e+00
mu[1344]       9.937490e+00 1.139055e-04  0.007756337  9.922051e+00
mu[1345]       9.759657e+00 6.299031e-05  0.004666211  9.750692e+00
mu[1346]       9.794610e+00 8.299027e-05  0.005735016  9.783605e+00
mu[1347]       9.665083e+00 7.238577e-05  0.005148170  9.654956e+00
mu[1348]       9.613985e+00 6.642349e-05  0.005039385  9.604302e+00
mu[1349]       9.507640e+00 9.131675e-05  0.006285631  9.495434e+00
mu[1350]       9.691690e+00 6.259078e-05  0.004661951  9.682603e+00
mu[1351]       9.758362e+00 6.135257e-05  0.004602228  9.749443e+00
mu[1352]       9.711485e+00 6.790679e-05  0.004999747  9.702010e+00
mu[1353]       9.973983e+00 9.041003e-05  0.006233445  9.961824e+00
mu[1354]       9.864956e+00 6.799666e-05  0.004927986  9.855380e+00
mu[1355]       9.725081e+00 1.256775e-04  0.008035696  9.709401e+00
mu[1356]       9.754097e+00 6.867830e-05  0.004952561  9.744421e+00
mu[1357]       9.902638e+00 7.752206e-05  0.005438451  9.891991e+00
mu[1358]       9.824765e+00 6.361028e-05  0.004778101  9.815423e+00
mu[1359]       9.373098e+00 8.998083e-05  0.006289357  9.360973e+00
mu[1360]       9.229797e+00 7.814815e-05  0.005618892  9.218850e+00
mu[1361]       8.769266e+00 7.067699e-05  0.005338419  8.759162e+00
mu[1362]       8.681658e+00 8.874756e-05  0.006633792  8.668718e+00
mu[1363]       8.727376e+00 9.150340e-05  0.006486836  8.714472e+00
mu[1364]       8.495286e+00 1.083420e-04  0.007845231  8.480262e+00
mu[1365]       8.541026e+00 7.865605e-05  0.005780367  8.529950e+00
mu[1366]       8.061842e+00 8.440670e-05  0.006264376  8.049723e+00
mu[1367]       8.170933e+00 1.056150e-04  0.007452629  8.156304e+00
mu[1368]       7.889123e+00 8.629821e-05  0.006427590  7.876749e+00
mu[1369]       7.926072e+00 8.622096e-05  0.006372654  7.913705e+00
mu[1370]       7.722212e+00 1.205472e-04  0.008549103  7.705501e+00
mu[1371]       7.542265e+00 9.548340e-05  0.007197820  7.528268e+00
mu[1372]       8.021190e+00 1.057612e-04  0.007502209  8.006560e+00
mu[1373]       8.297402e+00 1.066369e-04  0.007222750  8.283252e+00
mu[1374]       7.994843e+00 9.445654e-05  0.007027918  7.981251e+00
mu[1375]       7.882179e+00 8.349941e-05  0.006246612  7.870249e+00
mu[1376]       7.771347e+00 9.215259e-05  0.006890918  7.758174e+00
mu[1377]       7.670812e+00 8.577894e-05  0.006447419  7.658447e+00
mu[1378]       7.760172e+00 9.541791e-05  0.006925035  7.746798e+00
mu[1379]       7.809314e+00 9.088364e-05  0.006667563  7.796506e+00
mu[1380]       7.479229e+00 1.210612e-04  0.008605179  7.462277e+00
mu[1381]       7.836621e+00 1.102171e-04  0.007716104  7.821679e+00
mu[1382]       8.132826e+00 8.498514e-05  0.006229348  8.120814e+00
mu[1383]       8.015685e+00 1.273043e-04  0.008388868  7.999223e+00
mu[1384]       8.463986e+00 8.682483e-05  0.006288170  8.451681e+00
mu[1385]       8.630713e+00 1.092147e-04  0.007601921  8.615848e+00
mu[1386]       8.433523e+00 7.703107e-05  0.005847606  8.422439e+00
mu[1387]       8.491630e+00 8.566582e-05  0.006213494  8.479454e+00
mu[1388]       8.417436e+00 8.202722e-05  0.006143009  8.405751e+00
mu[1389]       8.294547e+00 1.161297e-04  0.008027628  8.278983e+00
mu[1390]       8.374365e+00 9.030537e-05  0.006394363  8.361881e+00
mu[1391]       8.349106e+00 8.741778e-05  0.006337765  8.336796e+00
mu[1392]       8.251602e+00 8.195524e-05  0.006052286  8.239868e+00
mu[1393]       8.241264e+00 1.245360e-04  0.008285995  8.225139e+00
mu[1394]       8.123248e+00 9.582793e-05  0.006902112  8.109628e+00
mu[1395]       7.851408e+00 9.050888e-05  0.006607025  7.838653e+00
mu[1396]       8.242262e+00 1.236728e-04  0.008249008  8.226197e+00
mu[1397]       8.114632e+00 9.199445e-05  0.006666065  8.101622e+00
mu[1398]       8.780915e+00 7.729755e-05  0.005826676  8.769682e+00
mu[1399]       9.803925e+00 1.674568e-04  0.011075714  9.782194e+00
mu[1400]       9.355884e+00 9.551900e-05  0.006853087  9.342619e+00
mu[1401]       9.564273e+00 1.025726e-04  0.006794018  9.550848e+00
mu[1402]       9.826088e+00 1.134677e-04  0.007577343  9.811442e+00
mu[1403]       1.000054e+01 6.691117e-05  0.004803360  9.991110e+00
mu[1404]       9.883448e+00 8.023389e-05  0.005918469  9.871812e+00
mu[1405]       9.765460e+00 1.038793e-04  0.006794489  9.752140e+00
mu[1406]       9.789365e+00 9.996666e-05  0.006720186  9.776310e+00
mu[1407]       9.657137e+00 7.614826e-05  0.005695164  9.645966e+00
mu[1408]       9.756478e+00 1.123020e-04  0.007599067  9.741746e+00
mu[1409]       1.002035e+01 1.051153e-04  0.007099094  1.000618e+01
mu[1410]       9.964163e+00 9.555240e-05  0.006593022  9.951090e+00
mu[1411]       1.021886e+01 1.383471e-04  0.009107013  1.020104e+01
mu[1412]       1.011304e+01 1.054425e-04  0.006980859  1.009949e+01
mu[1413]       1.021199e+01 6.000585e-05  0.004462200  1.020326e+01
mu[1414]       1.090307e+01 2.737420e-04  0.017171154  1.086934e+01
mu[1415]       1.359385e+01 2.159379e-04  0.013472135  1.356822e+01
mu[1416]       1.328556e+01 9.131659e-05  0.006504203  1.327287e+01
mu[1417]       1.364953e+01 6.464675e-05  0.004897176  1.364016e+01
mu[1418]       1.376384e+01 1.548713e-04  0.010003251  1.374410e+01
mu[1419]       1.399607e+01 2.070867e-04  0.013698512  1.396897e+01
mu[1420]       1.473686e+01 1.775443e-04  0.011652155  1.471401e+01
mu[1421]       1.462738e+01 7.256561e-05  0.005531091  1.461672e+01
mu[1422]       1.450913e+01 1.233388e-04  0.008208357  1.449336e+01
mu[1423]       1.506147e+01 1.106550e-04  0.007952513  1.504601e+01
mu[1424]       1.849385e+01 4.163966e-04  0.028203430  1.843854e+01
mu[1425]       1.794709e+01 3.891371e-04  0.025244272  1.789795e+01
mu[1426]       1.727531e+01 1.465134e-04  0.010298391  1.725559e+01
mu[1427]       1.796219e+01 4.756177e-04  0.029797128  1.790496e+01
mu[1428]       1.803381e+01 3.423300e-04  0.022026750  1.799057e+01
mu[1429]       1.762792e+01 1.737923e-04  0.011937951  1.760476e+01
mu[1430]       1.779299e+01 1.155478e-04  0.008906037  1.777546e+01
mu[1431]       1.854790e+01 2.134922e-04  0.014816784  1.851896e+01
mu[1432]       1.851222e+01 2.993991e-04  0.020394538  1.847333e+01
mu[1433]       1.889738e+01 2.797390e-04  0.018407542  1.886211e+01
mu[1434]       1.840059e+01 1.268161e-04  0.009766180  1.838149e+01
mu[1435]       1.843538e+01 1.613269e-04  0.011445811  1.841343e+01
mu[1436]       1.823171e+01 1.920162e-04  0.013347373  1.820588e+01
mu[1437]       1.826663e+01 1.286376e-04  0.009761939  1.824738e+01
mu[1438]       1.783072e+01 2.488899e-04  0.016123129  1.779947e+01
mu[1439]       1.817671e+01 1.423844e-04  0.010323547  1.815684e+01
mu[1440]       1.776327e+01 1.185690e-04  0.009039583  1.774552e+01
mu[1441]       1.765994e+01 1.525460e-04  0.010654539  1.763949e+01
mu[1442]       1.698150e+01 2.168767e-04  0.014276002  1.695321e+01
mu[1443]       1.685992e+01 1.335205e-04  0.009439784  1.684159e+01
mu[1444]       1.698280e+01 2.123982e-04  0.014049806  1.695550e+01
mu[1445]       1.686945e+01 1.863462e-04  0.012401308  1.684549e+01
mu[1446]       1.585692e+01 1.609399e-04  0.011168087  1.583528e+01
mu[1447]       1.456216e+01 2.694975e-04  0.017737814  1.452786e+01
mu[1448]       1.443279e+01 1.046334e-04  0.007234382  1.441892e+01
mu[1449]       1.433674e+01 7.333169e-05  0.005525932  1.432604e+01
mu[1450]       1.347656e+01 1.814410e-04  0.012431314  1.345261e+01
mu[1451]       1.496888e+01 3.436643e-04  0.023152053  1.492349e+01
mu[1452]       1.471359e+01 1.901776e-04  0.012843047  1.468785e+01
mu[1453]       1.550728e+01 8.387779e-05  0.006426122  1.549482e+01
mu[1454]       1.542959e+01 1.523799e-04  0.010361712  1.540943e+01
mu[1455]       1.553284e+01 2.264161e-04  0.014982433  1.550263e+01
mu[1456]       1.594473e+01 1.498706e-04  0.010197024  1.592527e+01
mu[1457]       1.625104e+01 2.127967e-04  0.013912181  1.622433e+01
mu[1458]       1.580330e+01 1.088835e-04  0.007979116  1.578760e+01
mu[1459]       1.609549e+01 2.067693e-04  0.013370304  1.606986e+01
mu[1460]       1.628644e+01 9.685380e-05  0.007358978  1.627223e+01
y_rep[1]       1.651744e+01 2.835890e-03  0.220062163  1.613089e+01
y_rep[2]       1.685696e+01 3.336289e-03  0.257510952  1.646175e+01
y_rep[3]       1.641856e+01 2.785777e-03  0.213592388  1.602653e+01
y_rep[4]       1.710148e+01 2.858709e-03  0.220734082  1.670809e+01
y_rep[5]       1.715563e+01 2.854792e-03  0.216117661  1.679867e+01
y_rep[6]       1.769344e+01 2.905476e-03  0.228581325  1.729370e+01
y_rep[7]       1.735669e+01 2.703013e-03  0.205878143  1.696927e+01
y_rep[8]       1.763763e+01 2.928778e-03  0.221155687  1.726832e+01
y_rep[9]       1.735333e+01 2.744400e-03  0.211132900  1.697505e+01
y_rep[10]      1.780706e+01 2.703980e-03  0.209082255  1.741975e+01
y_rep[11]      1.801970e+01 2.812804e-03  0.215320948  1.762735e+01
y_rep[12]      1.914731e+01 2.978646e-03  0.228432800  1.874583e+01
y_rep[13]      1.895960e+01 2.797007e-03  0.212285567  1.855607e+01
y_rep[14]      1.842953e+01 2.713488e-03  0.209542072  1.804105e+01
y_rep[15]      1.750740e+01 3.775917e-03  0.293229032  1.712452e+01
y_rep[16]      1.689013e+01 2.659467e-03  0.205345486  1.648061e+01
y_rep[17]      1.719702e+01 3.102509e-03  0.237645205  1.680499e+01
y_rep[18]      1.747024e+01 2.757088e-03  0.208247502  1.708796e+01
y_rep[19]      1.720390e+01 3.368585e-03  0.257904025  1.679501e+01
y_rep[20]      1.648012e+01 2.893455e-03  0.218951892  1.609106e+01
y_rep[21]      1.623694e+01 3.029849e-03  0.231752700  1.583290e+01
y_rep[22]      1.638881e+01 2.822589e-03  0.215403915  1.599098e+01
y_rep[23]      1.634327e+01 2.727469e-03  0.212838480  1.594440e+01
y_rep[24]      1.683534e+01 2.618090e-03  0.203648461  1.643011e+01
y_rep[25]      1.693716e+01 2.851359e-03  0.220669785  1.652671e+01
y_rep[26]      1.619140e+01 3.860318e-03  0.296730573  1.579718e+01
y_rep[27]      1.606433e+01 4.029486e-03  0.306653458  1.567866e+01
y_rep[28]      1.584509e+01 2.900616e-03  0.226954266  1.546738e+01
y_rep[29]      1.543856e+01 2.953083e-03  0.222528156  1.504304e+01
y_rep[30]      1.523709e+01 2.714020e-03  0.212780826  1.483829e+01
y_rep[31]      1.531984e+01 2.689954e-03  0.206056349  1.494330e+01
y_rep[32]      1.467594e+01 3.358674e-03  0.252725462  1.428051e+01
y_rep[33]      1.414945e+01 2.880252e-03  0.222228395  1.374746e+01
y_rep[34]      1.393559e+01 2.669142e-03  0.212837439  1.354764e+01
y_rep[35]      1.322074e+01 3.013504e-03  0.230028455  1.281772e+01
y_rep[36]      1.317665e+01 2.858128e-03  0.218384304  1.280346e+01
y_rep[37]      1.361063e+01 2.700718e-03  0.211414181  1.318485e+01
y_rep[38]      1.481097e+01 2.941925e-03  0.218718809  1.441563e+01
y_rep[39]      1.522222e+01 2.913345e-03  0.227371514  1.482554e+01
y_rep[40]      1.479698e+01 2.860442e-03  0.221315048  1.441851e+01
y_rep[41]      1.468600e+01 2.747443e-03  0.213190921  1.428941e+01
y_rep[42]      1.489447e+01 2.956282e-03  0.231874305  1.449770e+01
y_rep[43]      1.475482e+01 2.749062e-03  0.209466986  1.434736e+01
y_rep[44]      1.522339e+01 2.797936e-03  0.214851721  1.485187e+01
y_rep[45]      1.463273e+01 3.000543e-03  0.232868308  1.423675e+01
y_rep[46]      1.377211e+01 2.875979e-03  0.223188196  1.338552e+01
y_rep[47]      1.360231e+01 2.912065e-03  0.218156895  1.320381e+01
y_rep[48]      1.380475e+01 2.751242e-03  0.214162212  1.340904e+01
y_rep[49]      1.450068e+01 4.180291e-03  0.327165552  1.407256e+01
y_rep[50]      1.493577e+01 2.988844e-03  0.229067782  1.452567e+01
y_rep[51]      1.501230e+01 3.363097e-03  0.260742970  1.459942e+01
y_rep[52]      1.440062e+01 3.412521e-03  0.259470024  1.398544e+01
y_rep[53]      1.423850e+01 2.673157e-03  0.207562917  1.384694e+01
y_rep[54]      1.432436e+01 3.381372e-03  0.251882115  1.393736e+01
y_rep[55]      1.424162e+01 2.665397e-03  0.208780909  1.384631e+01
y_rep[56]      1.432449e+01 2.756245e-03  0.213489985  1.390916e+01
y_rep[57]      1.450145e+01 2.815251e-03  0.214023090  1.409442e+01
y_rep[58]      1.471067e+01 2.712042e-03  0.211889607  1.431552e+01
y_rep[59]      1.412035e+01 3.130863e-03  0.228442663  1.374332e+01
y_rep[60]      1.395111e+01 2.982009e-03  0.227910736  1.356677e+01
y_rep[61]      1.308228e+01 3.423421e-03  0.262101976  1.269870e+01
y_rep[62]      1.303371e+01 2.944258e-03  0.226972190  1.263628e+01
y_rep[63]      1.416074e+01 2.902448e-03  0.224513463  1.374778e+01
y_rep[64]      1.397988e+01 2.681339e-03  0.209563345  1.360055e+01
y_rep[65]      1.357690e+01 2.715218e-03  0.207842629  1.320166e+01
y_rep[66]      1.328458e+01 2.967221e-03  0.217885602  1.288192e+01
y_rep[67]      1.339267e+01 2.908739e-03  0.221244308  1.300469e+01
y_rep[68]      1.356209e+01 2.799000e-03  0.219472937  1.316127e+01
y_rep[69]      1.387057e+01 2.776739e-03  0.216893449  1.345755e+01
y_rep[70]      1.403074e+01 2.834867e-03  0.211812530  1.363632e+01
y_rep[71]      1.382074e+01 3.074449e-03  0.233242197  1.343302e+01
y_rep[72]      1.289713e+01 2.865520e-03  0.227061023  1.247669e+01
y_rep[73]      1.234527e+01 2.950519e-03  0.226716749  1.194128e+01
y_rep[74]      1.226160e+01 2.741564e-03  0.206878157  1.187160e+01
y_rep[75]      1.218856e+01 3.091397e-03  0.233064571  1.180740e+01
y_rep[76]      1.292754e+01 2.901296e-03  0.223198148  1.252753e+01
y_rep[77]      1.295022e+01 2.862646e-03  0.221036531  1.254518e+01
y_rep[78]      1.285918e+01 2.646279e-03  0.205245771  1.247055e+01
y_rep[79]      1.239952e+01 2.828425e-03  0.218969841  1.199132e+01
y_rep[80]      1.238237e+01 2.637798e-03  0.204927089  1.198930e+01
y_rep[81]      1.233867e+01 2.976747e-03  0.225497948  1.194613e+01
y_rep[82]      1.249671e+01 3.091783e-03  0.226983008  1.211429e+01
y_rep[83]      1.269328e+01 3.161775e-03  0.238604602  1.230327e+01
y_rep[84]      1.294897e+01 2.708426e-03  0.211540627  1.254771e+01
y_rep[85]      1.260955e+01 2.994280e-03  0.219661572  1.222498e+01
y_rep[86]      1.209773e+01 2.864207e-03  0.214891680  1.171563e+01
y_rep[87]      1.283829e+01 2.810000e-03  0.218226220  1.243440e+01
y_rep[88]      1.311764e+01 2.605544e-03  0.203333950  1.271736e+01
y_rep[89]      1.307678e+01 2.770257e-03  0.213544912  1.267137e+01
y_rep[90]      1.379267e+01 3.008385e-03  0.231094486  1.339328e+01
y_rep[91]      1.380693e+01 2.581297e-03  0.200194570  1.342222e+01
y_rep[92]      1.345876e+01 2.589568e-03  0.202372327  1.307652e+01
y_rep[93]      1.314329e+01 2.784350e-03  0.212265087  1.276173e+01
y_rep[94]      1.338264e+01 3.253261e-03  0.252001220  1.298396e+01
y_rep[95]      1.338609e+01 3.163783e-03  0.236210304  1.301710e+01
y_rep[96]      1.359395e+01 2.627007e-03  0.202229152  1.320553e+01
y_rep[97]      1.374371e+01 2.644230e-03  0.205463732  1.335884e+01
y_rep[98]      1.349180e+01 2.699888e-03  0.207565803  1.309092e+01
y_rep[99]      1.302556e+01 2.843127e-03  0.223279891  1.262945e+01
y_rep[100]     1.280859e+01 2.916144e-03  0.225507473  1.242221e+01
y_rep[101]     1.278478e+01 3.061859e-03  0.229835800  1.241365e+01
y_rep[102]     1.318774e+01 2.950400e-03  0.227475836  1.279437e+01
y_rep[103]     1.414177e+01 2.736784e-03  0.210452969  1.374556e+01
y_rep[104]     1.369754e+01 3.432628e-03  0.266027720  1.330373e+01
y_rep[105]     1.346189e+01 4.413552e-03  0.331951263  1.307697e+01
y_rep[106]     1.336839e+01 3.698440e-03  0.281389149  1.296775e+01
y_rep[107]     1.288048e+01 2.931340e-03  0.219200884  1.247316e+01
y_rep[108]     1.294800e+01 2.895703e-03  0.222839490  1.255341e+01
y_rep[109]     1.347436e+01 3.996280e-03  0.305249856  1.309522e+01
y_rep[110]     1.341226e+01 2.972393e-03  0.226653782  1.301513e+01
y_rep[111]     1.285749e+01 2.682430e-03  0.208555602  1.245729e+01
y_rep[112]     1.279258e+01 2.682541e-03  0.206382101  1.240460e+01
y_rep[113]     1.187397e+01 2.837700e-03  0.219550929  1.147329e+01
y_rep[114]     1.138514e+01 2.894021e-03  0.233020800  1.096984e+01
y_rep[115]     1.157347e+01 2.807033e-03  0.212613858  1.119372e+01
y_rep[116]     1.209295e+01 3.514927e-03  0.267492030  1.171238e+01
y_rep[117]     1.208248e+01 3.012421e-03  0.220359264  1.166827e+01
y_rep[118]     1.167132e+01 2.790285e-03  0.214651094  1.128446e+01
y_rep[119]     1.154702e+01 3.508220e-03  0.269671035  1.115435e+01
y_rep[120]     1.119174e+01 2.790394e-03  0.211525351  1.080849e+01
y_rep[121]     1.117504e+01 2.622691e-03  0.205679603  1.081530e+01
y_rep[122]     1.162043e+01 2.835841e-03  0.224180881  1.123005e+01
y_rep[123]     1.198033e+01 2.947749e-03  0.213046874  1.159660e+01
y_rep[124]     1.208549e+01 4.112849e-03  0.315468335  1.167091e+01
y_rep[125]     1.197450e+01 2.816533e-03  0.220158971  1.158618e+01
y_rep[126]     1.147398e+01 2.796185e-03  0.216295685  1.110039e+01
y_rep[127]     1.110966e+01 2.755244e-03  0.210854776  1.071366e+01
y_rep[128]     1.123820e+01 2.717370e-03  0.212225730  1.083446e+01
y_rep[129]     1.129249e+01 2.803840e-03  0.214481154  1.090996e+01
y_rep[130]     1.147439e+01 3.080375e-03  0.240911157  1.108298e+01
y_rep[131]     1.143915e+01 2.673224e-03  0.205677706  1.104672e+01
y_rep[132]     1.086245e+01 2.787426e-03  0.214612088  1.047438e+01
y_rep[133]     1.056462e+01 2.906314e-03  0.225596830  1.017039e+01
y_rep[134]     1.069461e+01 2.773143e-03  0.209653984  1.030898e+01
y_rep[135]     1.090515e+01 3.117978e-03  0.233406706  1.050574e+01
y_rep[136]     1.077742e+01 2.926619e-03  0.223455103  1.034926e+01
y_rep[137]     1.153678e+01 2.820599e-03  0.219380434  1.115919e+01
y_rep[138]     1.150975e+01 3.080990e-03  0.228503093  1.109981e+01
y_rep[139]     1.107473e+01 3.089093e-03  0.242314173  1.065796e+01
y_rep[140]     1.081815e+01 4.829477e-03  0.376866854  1.042096e+01
y_rep[141]     1.164660e+01 2.785731e-03  0.217818128  1.123361e+01
y_rep[142]     1.124947e+01 3.209161e-03  0.240823889  1.086051e+01
y_rep[143]     1.135295e+01 3.018098e-03  0.229513066  1.095616e+01
y_rep[144]     1.128750e+01 5.602315e-03  0.432345745  1.087147e+01
y_rep[145]     1.052916e+01 2.707070e-03  0.201998711  1.012505e+01
y_rep[146]     1.024476e+01 4.337853e-03  0.342189954  9.850089e+00
y_rep[147]     1.027776e+01 2.756345e-03  0.206355359  9.881370e+00
y_rep[148]     1.065092e+01 3.111077e-03  0.238609869  1.025199e+01
y_rep[149]     1.058203e+01 2.889777e-03  0.218106467  1.019550e+01
y_rep[150]     1.084912e+01 2.888857e-03  0.227788815  1.044792e+01
y_rep[151]     1.070722e+01 2.782197e-03  0.215652426  1.030333e+01
y_rep[152]     1.066073e+01 2.788892e-03  0.218361996  1.026099e+01
y_rep[153]     1.019703e+01 2.946046e-03  0.219564634  9.819858e+00
y_rep[154]     1.002881e+01 2.711496e-03  0.207719136  9.646066e+00
y_rep[155]     1.019071e+01 2.933671e-03  0.225410809  9.771336e+00
y_rep[156]     1.090635e+01 3.153894e-03  0.236306347  1.050966e+01
y_rep[157]     1.118747e+01 3.607922e-03  0.276596101  1.078634e+01
y_rep[158]     1.132052e+01 2.774624e-03  0.214349997  1.092244e+01
y_rep[159]     1.118288e+01 2.774583e-03  0.221821439  1.076433e+01
y_rep[160]     1.045952e+01 2.840017e-03  0.216915355  1.008831e+01
y_rep[161]     1.027537e+01 2.542630e-03  0.198800801  9.882499e+00
y_rep[162]     1.077947e+01 2.756845e-03  0.212260091  1.040397e+01
y_rep[163]     1.090173e+01 2.721249e-03  0.209068605  1.049948e+01
y_rep[164]     1.084128e+01 2.744600e-03  0.211005594  1.044215e+01
y_rep[165]     1.079962e+01 2.744680e-03  0.213622948  1.040962e+01
y_rep[166]     1.092246e+01 3.139666e-03  0.240765728  1.053400e+01
y_rep[167]     1.072649e+01 3.035055e-03  0.237857032  1.032526e+01
y_rep[168]     1.061903e+01 3.183536e-03  0.235814616  1.025553e+01
y_rep[169]     1.329158e+01 2.801424e-03  0.211208629  1.288116e+01
y_rep[170]     1.748347e+01 3.322789e-03  0.255727757  1.705534e+01
y_rep[171]     1.648927e+01 2.843985e-03  0.218697431  1.608690e+01
y_rep[172]     1.666373e+01 3.003383e-03  0.228531994  1.628306e+01
y_rep[173]     1.692957e+01 2.898233e-03  0.218525132  1.652600e+01
y_rep[174]     1.699193e+01 3.146807e-03  0.242671150  1.659693e+01
y_rep[175]     1.758671e+01 2.638086e-03  0.207491614  1.719833e+01
y_rep[176]     1.787029e+01 3.150812e-03  0.241043958  1.748789e+01
y_rep[177]     1.723116e+01 2.739340e-03  0.214543728  1.682060e+01
y_rep[178]     1.739748e+01 2.775119e-03  0.213221479  1.701784e+01
y_rep[179]     1.761605e+01 2.868807e-03  0.215438163  1.721912e+01
y_rep[180]     1.737257e+01 2.996638e-03  0.227649197  1.699484e+01
y_rep[181]     1.720179e+01 2.829754e-03  0.220072811  1.678869e+01
y_rep[182]     1.724851e+01 2.624860e-03  0.204681989  1.685808e+01
y_rep[183]     1.688246e+01 2.531591e-03  0.193828037  1.649440e+01
y_rep[184]     1.732926e+01 2.681612e-03  0.210337916  1.692339e+01
y_rep[185]     1.751889e+01 3.053744e-03  0.226237877  1.713789e+01
y_rep[186]     1.710169e+01 3.101047e-03  0.236427118  1.672270e+01
y_rep[187]     1.711973e+01 2.650672e-03  0.207266615  1.670836e+01
y_rep[188]     1.709533e+01 2.761910e-03  0.209795932  1.671395e+01
y_rep[189]     1.754070e+01 2.825647e-03  0.222543857  1.713299e+01
y_rep[190]     1.767595e+01 3.007089e-03  0.237633793  1.727005e+01
y_rep[191]     1.871024e+01 2.772727e-03  0.216241871  1.832151e+01
y_rep[192]     1.725817e+01 2.938151e-03  0.222027834  1.685853e+01
y_rep[193]     1.433009e+01 2.788343e-03  0.212311949  1.395071e+01
y_rep[194]     1.420561e+01 2.520939e-03  0.200734018  1.382074e+01
y_rep[195]     1.381780e+01 2.632373e-03  0.205402572  1.342044e+01
y_rep[196]     1.312600e+01 2.765840e-03  0.211404829  1.273164e+01
y_rep[197]     1.290856e+01 3.490807e-03  0.267412873  1.249455e+01
y_rep[198]     1.321951e+01 3.169279e-03  0.239432792  1.285904e+01
y_rep[199]     1.394931e+01 2.657690e-03  0.207647690  1.356276e+01
y_rep[200]     1.391837e+01 2.905791e-03  0.226232186  1.351897e+01
y_rep[201]     1.363153e+01 2.944897e-03  0.226586511  1.323182e+01
y_rep[202]     1.316422e+01 2.707291e-03  0.206653645  1.277318e+01
y_rep[203]     1.304534e+01 2.805372e-03  0.222498682  1.266924e+01
y_rep[204]     1.441035e+01 3.343303e-03  0.260774737  1.399541e+01
y_rep[205]     1.553705e+01 3.066638e-03  0.229384058  1.514013e+01
y_rep[206]     1.547053e+01 3.007345e-03  0.232806649  1.509355e+01
y_rep[207]     1.514762e+01 3.450281e-03  0.263473078  1.477767e+01
y_rep[208]     1.517341e+01 3.130523e-03  0.241809520  1.477270e+01
y_rep[209]     1.474184e+01 2.830289e-03  0.216387834  1.434601e+01
y_rep[210]     1.479318e+01 3.317964e-03  0.251641984  1.440865e+01
y_rep[211]     1.483177e+01 2.809266e-03  0.214265641  1.443620e+01
y_rep[212]     1.493444e+01 2.863514e-03  0.218994158  1.452464e+01
y_rep[213]     1.445862e+01 2.786020e-03  0.218512205  1.406307e+01
y_rep[214]     1.406753e+01 2.614551e-03  0.201831398  1.368806e+01
y_rep[215]     1.363922e+01 2.956756e-03  0.225302798  1.324970e+01
y_rep[216]     1.344262e+01 3.055783e-03  0.231196313  1.303900e+01
y_rep[217]     1.354874e+01 2.936639e-03  0.230597133  1.315675e+01
y_rep[218]     1.408409e+01 2.718419e-03  0.208163134  1.369412e+01
y_rep[219]     1.435976e+01 2.741570e-03  0.210480809  1.395504e+01
y_rep[220]     1.418975e+01 2.777916e-03  0.218206239  1.380568e+01
y_rep[221]     1.375247e+01 2.717540e-03  0.206732619  1.335703e+01
y_rep[222]     1.314365e+01 2.663822e-03  0.210145854  1.274624e+01
y_rep[223]     1.316699e+01 2.687975e-03  0.208522115  1.278106e+01
y_rep[224]     1.316690e+01 2.767728e-03  0.215069820  1.277525e+01
y_rep[225]     1.361122e+01 2.610214e-03  0.202679311  1.319692e+01
y_rep[226]     1.328745e+01 2.843735e-03  0.220674886  1.289798e+01
y_rep[227]     1.271319e+01 2.874809e-03  0.222482066  1.229809e+01
y_rep[228]     1.194323e+01 2.944635e-03  0.229473091  1.156455e+01
y_rep[229]     1.172379e+01 2.817597e-03  0.206994289  1.134181e+01
y_rep[230]     1.150341e+01 2.708817e-03  0.212402688  1.111523e+01
y_rep[231]     1.164203e+01 2.729739e-03  0.212793919  1.124713e+01
y_rep[232]     1.261396e+01 2.997868e-03  0.232206713  1.222551e+01
y_rep[233]     1.260471e+01 3.075048e-03  0.238859108  1.219239e+01
y_rep[234]     1.214212e+01 2.707195e-03  0.210297770  1.175729e+01
y_rep[235]     1.236233e+01 3.404843e-03  0.254363487  1.196663e+01
y_rep[236]     1.260477e+01 4.251321e-03  0.317618016  1.222590e+01
y_rep[237]     1.265029e+01 3.426424e-03  0.253068052  1.225102e+01
y_rep[238]     1.261329e+01 2.669529e-03  0.206761639  1.222758e+01
y_rep[239]     1.348039e+01 3.749235e-03  0.287432117  1.309110e+01
y_rep[240]     1.404459e+01 2.779914e-03  0.211703691  1.367863e+01
y_rep[241]     1.352009e+01 2.845286e-03  0.226289042  1.313039e+01
y_rep[242]     1.345438e+01 2.872032e-03  0.221315412  1.307016e+01
y_rep[243]     1.351950e+01 3.024836e-03  0.233552217  1.309643e+01
y_rep[244]     1.355699e+01 2.841051e-03  0.207390709  1.315881e+01
y_rep[245]     1.385817e+01 3.077670e-03  0.239180447  1.347342e+01
y_rep[246]     1.445017e+01 2.766807e-03  0.214091873  1.406217e+01
y_rep[247]     1.405921e+01 2.970958e-03  0.230235207  1.365282e+01
y_rep[248]     1.369509e+01 2.630026e-03  0.205618605  1.328793e+01
y_rep[249]     1.383259e+01 3.035020e-03  0.232441474  1.343653e+01
y_rep[250]     1.353205e+01 2.981551e-03  0.232230551  1.316734e+01
y_rep[251]     1.414892e+01 3.150019e-03  0.239140636  1.374941e+01
y_rep[252]     1.453947e+01 2.830756e-03  0.219968688  1.414413e+01
y_rep[253]     1.455893e+01 2.872968e-03  0.217214642  1.415384e+01
y_rep[254]     1.414711e+01 2.841096e-03  0.219777927  1.374928e+01
y_rep[255]     1.373922e+01 3.376184e-03  0.259350743  1.335525e+01
y_rep[256]     1.370350e+01 2.784623e-03  0.208850340  1.330080e+01
y_rep[257]     1.395066e+01 2.709982e-03  0.208697883  1.356627e+01
y_rep[258]     1.393431e+01 2.807784e-03  0.219378120  1.355255e+01
y_rep[259]     1.361717e+01 2.806221e-03  0.220957203  1.322793e+01
y_rep[260]     1.359857e+01 2.696763e-03  0.208008324  1.320576e+01
y_rep[261]     1.351817e+01 2.892723e-03  0.223459913  1.312570e+01
y_rep[262]     1.240960e+01 2.790108e-03  0.217803856  1.200012e+01
y_rep[263]     1.212517e+01 2.583400e-03  0.202476887  1.173431e+01
y_rep[264]     1.236826e+01 2.825510e-03  0.218628822  1.197150e+01
y_rep[265]     1.245365e+01 2.875682e-03  0.221325445  1.206142e+01
y_rep[266]     1.343629e+01 2.663845e-03  0.208510181  1.306453e+01
y_rep[267]     1.316519e+01 2.948719e-03  0.229776724  1.276642e+01
y_rep[268]     1.271014e+01 2.993472e-03  0.233093294  1.231123e+01
y_rep[269]     1.257771e+01 2.654852e-03  0.205886174  1.218255e+01
y_rep[270]     1.303355e+01 3.081682e-03  0.234127914  1.261816e+01
y_rep[271]     1.353727e+01 2.777627e-03  0.211499544  1.314064e+01
y_rep[272]     1.375582e+01 2.788674e-03  0.210922093  1.336648e+01
y_rep[273]     1.356416e+01 2.751242e-03  0.210082565  1.315042e+01
y_rep[274]     1.346926e+01 3.113979e-03  0.237548100  1.307344e+01
y_rep[275]     1.282218e+01 2.662234e-03  0.209447451  1.245596e+01
y_rep[276]     1.265769e+01 3.047212e-03  0.239085772  1.225125e+01
y_rep[277]     1.270097e+01 2.762692e-03  0.207822973  1.231311e+01
y_rep[278]     1.287130e+01 3.218493e-03  0.236967061  1.248305e+01
y_rep[279]     1.285290e+01 2.641470e-03  0.202924327  1.247438e+01
y_rep[280]     1.291038e+01 2.767621e-03  0.208687534  1.252024e+01
y_rep[281]     1.280541e+01 2.653655e-03  0.204758670  1.241961e+01
y_rep[282]     1.262631e+01 3.192418e-03  0.243841490  1.221333e+01
y_rep[283]     1.324439e+01 3.005650e-03  0.230324440  1.287242e+01
y_rep[284]     1.307801e+01 3.047544e-03  0.239233110  1.269256e+01
y_rep[285]     1.358158e+01 2.802581e-03  0.217566434  1.320773e+01
y_rep[286]     1.368514e+01 2.957679e-03  0.223053061  1.330269e+01
y_rep[287]     1.348870e+01 2.766702e-03  0.217593321  1.307965e+01
y_rep[288]     1.320849e+01 2.678965e-03  0.205814934  1.280880e+01
y_rep[289]     1.282303e+01 3.047782e-03  0.232482313  1.242319e+01
y_rep[290]     1.273307e+01 2.799353e-03  0.217844569  1.232757e+01
y_rep[291]     1.290123e+01 2.842603e-03  0.205704420  1.250879e+01
y_rep[292]     1.305260e+01 2.959887e-03  0.225162366  1.264283e+01
y_rep[293]     1.280301e+01 3.083886e-03  0.236943592  1.241473e+01
y_rep[294]     1.263731e+01 2.734210e-03  0.208282683  1.223033e+01
y_rep[295]     1.294330e+01 2.911367e-03  0.227005754  1.254642e+01
y_rep[296]     1.347144e+01 2.581562e-03  0.204102028  1.307596e+01
y_rep[297]     1.317290e+01 2.862349e-03  0.218215131  1.277704e+01
y_rep[298]     1.452048e+01 2.679118e-03  0.205089377  1.413574e+01
y_rep[299]     1.464562e+01 2.746303e-03  0.212721230  1.426231e+01
y_rep[300]     1.493343e+01 3.661599e-03  0.279639498  1.455070e+01
y_rep[301]     1.488361e+01 3.005301e-03  0.234322751  1.447912e+01
y_rep[302]     1.488390e+01 2.768851e-03  0.214767026  1.447509e+01
y_rep[303]     1.477905e+01 2.705422e-03  0.212533145  1.437590e+01
y_rep[304]     1.488405e+01 3.289520e-03  0.254621085  1.450119e+01
y_rep[305]     1.485772e+01 2.815858e-03  0.226774306  1.445844e+01
y_rep[306]     1.461909e+01 3.369753e-03  0.265033248  1.419937e+01
y_rep[307]     1.463921e+01 3.179207e-03  0.240476026  1.424238e+01
y_rep[308]     1.461986e+01 2.787662e-03  0.216433795  1.423976e+01
y_rep[309]     1.556095e+01 3.462886e-03  0.267859466  1.516945e+01
y_rep[310]     1.601505e+01 3.306648e-03  0.253525965  1.561914e+01
y_rep[311]     1.576452e+01 2.810062e-03  0.206456967  1.538085e+01
y_rep[312]     1.570443e+01 3.294165e-03  0.241787774  1.530307e+01
y_rep[313]     1.586367e+01 3.320170e-03  0.244889713  1.546131e+01
y_rep[314]     1.568895e+01 2.660563e-03  0.203395489  1.529069e+01
y_rep[315]     1.535298e+01 2.832014e-03  0.219715829  1.495396e+01
y_rep[316]     1.522241e+01 2.738553e-03  0.212500327  1.484083e+01
y_rep[317]     1.490742e+01 2.928345e-03  0.214023606  1.451965e+01
y_rep[318]     1.470924e+01 3.298779e-03  0.252180182  1.431562e+01
y_rep[319]     1.481663e+01 2.858411e-03  0.215577645  1.441940e+01
y_rep[320]     1.406720e+01 4.191424e-03  0.318210124  1.368645e+01
y_rep[321]     1.314562e+01 2.845028e-03  0.219129111  1.277052e+01
y_rep[322]     1.308086e+01 3.036480e-03  0.232826253  1.267987e+01
y_rep[323]     1.258961e+01 3.727561e-03  0.286882902  1.218730e+01
y_rep[324]     1.282407e+01 2.753783e-03  0.213527593  1.243192e+01
y_rep[325]     1.313087e+01 4.575437e-03  0.353972602  1.274173e+01
y_rep[326]     1.324695e+01 2.485566e-03  0.192771704  1.287224e+01
y_rep[327]     1.357338e+01 2.596466e-03  0.200971203  1.319295e+01
y_rep[328]     1.349778e+01 2.698444e-03  0.213024713  1.313021e+01
y_rep[329]     1.351747e+01 2.567482e-03  0.203483171  1.314409e+01
y_rep[330]     1.354956e+01 2.777524e-03  0.216864649  1.317912e+01
y_rep[331]     1.357961e+01 2.802890e-03  0.216783587  1.319848e+01
y_rep[332]     1.289657e+01 3.082506e-03  0.231826035  1.251532e+01
y_rep[333]     1.346680e+01 3.054739e-03  0.233458545  1.304721e+01
y_rep[334]     1.361593e+01 3.044437e-03  0.233323134  1.321888e+01
y_rep[335]     1.340842e+01 2.845902e-03  0.221237747  1.299512e+01
y_rep[336]     1.320781e+01 2.954166e-03  0.227410170  1.282019e+01
y_rep[337]     1.317691e+01 2.959693e-03  0.228042863  1.279600e+01
y_rep[338]     1.369616e+01 3.415484e-03  0.260526675  1.327898e+01
y_rep[339]     1.388103e+01 2.703798e-03  0.205888989  1.350029e+01
y_rep[340]     1.415492e+01 2.924721e-03  0.225673324  1.374758e+01
y_rep[341]     1.381804e+01 2.659862e-03  0.208595615  1.341931e+01
y_rep[342]     1.394706e+01 2.627434e-03  0.204587676  1.356122e+01
y_rep[343]     1.421950e+01 2.685703e-03  0.204691095  1.382159e+01
y_rep[344]     1.403584e+01 2.947274e-03  0.224443858  1.365843e+01
y_rep[345]     1.425331e+01 2.922076e-03  0.226007129  1.385009e+01
y_rep[346]     1.451948e+01 2.800498e-03  0.219956449  1.412042e+01
y_rep[347]     1.405744e+01 2.844670e-03  0.210297893  1.366009e+01
y_rep[348]     1.399779e+01 2.941477e-03  0.230399554  1.359655e+01
y_rep[349]     1.380669e+01 3.099764e-03  0.236281839  1.340648e+01
y_rep[350]     1.389130e+01 2.757168e-03  0.203699606  1.350039e+01
y_rep[351]     1.398223e+01 2.915494e-03  0.228570497  1.354911e+01
y_rep[352]     1.444935e+01 2.809910e-03  0.214609242  1.404996e+01
y_rep[353]     1.447599e+01 3.067564e-03  0.233039091  1.408879e+01
y_rep[354]     1.532431e+01 2.956039e-03  0.219198870  1.494008e+01
y_rep[355]     1.534871e+01 4.444142e-03  0.335148661  1.496013e+01
y_rep[356]     1.539589e+01 2.974436e-03  0.224330458  1.499249e+01
y_rep[357]     1.734768e+01 2.766545e-03  0.211330926  1.695319e+01
y_rep[358]     1.906457e+01 2.806890e-03  0.214951610  1.865048e+01
y_rep[359]     1.820855e+01 2.800325e-03  0.219963781  1.781560e+01
y_rep[360]     1.903676e+01 2.735974e-03  0.212753671  1.864444e+01
y_rep[361]     1.897142e+01 2.926930e-03  0.217578793  1.856576e+01
y_rep[362]     1.908829e+01 2.796974e-03  0.216194070  1.867605e+01
y_rep[363]     2.008065e+01 3.066330e-03  0.231476700  1.966424e+01
y_rep[364]     2.047098e+01 3.509408e-03  0.261009033  2.006868e+01
y_rep[365]     2.007790e+01 2.801581e-03  0.216101376  1.968423e+01
y_rep[366]     2.030643e+01 2.718722e-03  0.205632131  1.991065e+01
y_rep[367]     2.104642e+01 2.953014e-03  0.220664169  2.064560e+01
y_rep[368]     2.093917e+01 2.536856e-03  0.199928574  2.055784e+01
y_rep[369]     2.142556e+01 2.876165e-03  0.222470152  2.103689e+01
y_rep[370]     2.180741e+01 2.850553e-03  0.223326903  2.140295e+01
y_rep[371]     2.137020e+01 2.843925e-03  0.222203421  2.099124e+01
y_rep[372]     2.195390e+01 3.607742e-03  0.273579043  2.154990e+01
y_rep[373]     2.218498e+01 2.629416e-03  0.197086122  2.182010e+01
y_rep[374]     2.192307e+01 2.897946e-03  0.224251665  2.153693e+01
y_rep[375]     2.195855e+01 2.690957e-03  0.209335043  2.156544e+01
y_rep[376]     2.205687e+01 2.950187e-03  0.228992625  2.166091e+01
y_rep[377]     2.194608e+01 3.040805e-03  0.233124477  2.155113e+01
y_rep[378]     2.189589e+01 3.061235e-03  0.242054537  2.151199e+01
y_rep[379]     2.157513e+01 3.179087e-03  0.242461729  2.114770e+01
y_rep[380]     1.954209e+01 3.059218e-03  0.236493942  1.914872e+01
y_rep[381]     1.996109e+01 2.700942e-03  0.211060189  1.958881e+01
y_rep[382]     2.066501e+01 2.551000e-03  0.200494816  2.028691e+01
y_rep[383]     2.031068e+01 2.748881e-03  0.212321994  1.989840e+01
y_rep[384]     2.000145e+01 2.753744e-03  0.211027029  1.962387e+01
y_rep[385]     1.979703e+01 2.753862e-03  0.208631917  1.941799e+01
y_rep[386]     1.935589e+01 3.464374e-03  0.268529251  1.897246e+01
y_rep[387]     1.985039e+01 2.869326e-03  0.214133435  1.943536e+01
y_rep[388]     2.033858e+01 3.322034e-03  0.254955050  1.991547e+01
y_rep[389]     2.001911e+01 2.812634e-03  0.215981856  1.962260e+01
y_rep[390]     1.946878e+01 3.113033e-03  0.238007930  1.907005e+01
y_rep[391]     1.928487e+01 2.794753e-03  0.210856023  1.888578e+01
y_rep[392]     1.860585e+01 3.423453e-03  0.272066379  1.822047e+01
y_rep[393]     1.892405e+01 3.170184e-03  0.246681751  1.853810e+01
y_rep[394]     1.894262e+01 2.819487e-03  0.218089052  1.854047e+01
y_rep[395]     1.858260e+01 2.966714e-03  0.231963780  1.819424e+01
y_rep[396]     1.809661e+01 3.259298e-03  0.251448457  1.768038e+01
y_rep[397]     1.803576e+01 2.958030e-03  0.228312208  1.762739e+01
y_rep[398]     1.803107e+01 2.823716e-03  0.213216435  1.760940e+01
y_rep[399]     1.790132e+01 2.908967e-03  0.226142766  1.749008e+01
y_rep[400]     1.750523e+01 2.916452e-03  0.225530620  1.711702e+01
y_rep[401]     1.769409e+01 2.992040e-03  0.225812234  1.732936e+01
y_rep[402]     1.757292e+01 2.935531e-03  0.212637328  1.717651e+01
y_rep[403]     1.727193e+01 2.802311e-03  0.216538344  1.686910e+01
y_rep[404]     1.675020e+01 3.270636e-03  0.238009149  1.634116e+01
y_rep[405]     1.595865e+01 2.777618e-03  0.217153857  1.556009e+01
y_rep[406]     1.608443e+01 3.386004e-03  0.259448184  1.566464e+01
y_rep[407]     1.639765e+01 2.787628e-03  0.210247757  1.601872e+01
y_rep[408]     1.621413e+01 4.465686e-03  0.339218257  1.581655e+01
y_rep[409]     1.594831e+01 2.922346e-03  0.224414284  1.554688e+01
y_rep[410]     1.537581e+01 3.105657e-03  0.237135851  1.496590e+01
y_rep[411]     1.515624e+01 2.636858e-03  0.205186376  1.477162e+01
y_rep[412]     1.532340e+01 2.575026e-03  0.199485269  1.493017e+01
y_rep[413]     1.532314e+01 2.800208e-03  0.217771691  1.492874e+01
y_rep[414]     1.502880e+01 2.866891e-03  0.215306450  1.464781e+01
y_rep[415]     1.497218e+01 2.778595e-03  0.215693184  1.457815e+01
y_rep[416]     1.511896e+01 3.405355e-03  0.248502745  1.472439e+01
y_rep[417]     1.482485e+01 2.832070e-03  0.221607554  1.441904e+01
y_rep[418]     1.506701e+01 2.690939e-03  0.207464019  1.467957e+01
y_rep[419]     1.606543e+01 2.784120e-03  0.217774233  1.567012e+01
y_rep[420]     1.586289e+01 2.598493e-03  0.203781647  1.549185e+01
y_rep[421]     1.565238e+01 2.752613e-03  0.210542395  1.526135e+01
y_rep[422]     1.528089e+01 3.426815e-03  0.257872574  1.486632e+01
y_rep[423]     1.492536e+01 2.771174e-03  0.216047898  1.453526e+01
y_rep[424]     1.543545e+01 2.854052e-03  0.222618778  1.503351e+01
y_rep[425]     1.590738e+01 3.269329e-03  0.253701822  1.551861e+01
y_rep[426]     1.588955e+01 2.726648e-03  0.209279298  1.550489e+01
y_rep[427]     1.590202e+01 2.794710e-03  0.216709264  1.550044e+01
y_rep[428]     1.602370e+01 2.949316e-03  0.224490750  1.562015e+01
y_rep[429]     1.571895e+01 3.503543e-03  0.271139651  1.530820e+01
y_rep[430]     1.579241e+01 2.943612e-03  0.212737066  1.539727e+01
y_rep[431]     1.612583e+01 3.055449e-03  0.238169776  1.573589e+01
y_rep[432]     1.591813e+01 2.841303e-03  0.215478347  1.552051e+01
y_rep[433]     1.618003e+01 2.785104e-03  0.214134579  1.578409e+01
y_rep[434]     1.647171e+01 2.868450e-03  0.221285607  1.608710e+01
y_rep[435]     1.618072e+01 2.692821e-03  0.207143431  1.579001e+01
y_rep[436]     1.590091e+01 2.961616e-03  0.223899620  1.548198e+01
y_rep[437]     1.631033e+01 2.706906e-03  0.208487246  1.591524e+01
y_rep[438]     1.591474e+01 2.831978e-03  0.215459078  1.551255e+01
y_rep[439]     1.572178e+01 2.985321e-03  0.222467915  1.531748e+01
y_rep[440]     1.576727e+01 2.921332e-03  0.222961169  1.536747e+01
y_rep[441]     1.562988e+01 3.056166e-03  0.222905779  1.525329e+01
y_rep[442]     1.528341e+01 2.903288e-03  0.219971280  1.487300e+01
y_rep[443]     1.550766e+01 3.273906e-03  0.254167406  1.513018e+01
y_rep[444]     1.518104e+01 3.482174e-03  0.271138127  1.480294e+01
y_rep[445]     1.512274e+01 2.997556e-03  0.231999628  1.474522e+01
y_rep[446]     1.572688e+01 2.872167e-03  0.220229303  1.532139e+01
y_rep[447]     1.567764e+01 2.741369e-03  0.210105361  1.526121e+01
y_rep[448]     1.470866e+01 2.679765e-03  0.212116750  1.431180e+01
y_rep[449]     1.486815e+01 2.986672e-03  0.231856269  1.446949e+01
y_rep[450]     1.467075e+01 3.111532e-03  0.231814247  1.427814e+01
y_rep[451]     1.443883e+01 2.807444e-03  0.218186060  1.402198e+01
y_rep[452]     1.434931e+01 3.055226e-03  0.234025054  1.397079e+01
y_rep[453]     1.399400e+01 3.299770e-03  0.252293747  1.361637e+01
y_rep[454]     1.362423e+01 3.009631e-03  0.231252657  1.324254e+01
y_rep[455]     1.483679e+01 2.955799e-03  0.229039644  1.444976e+01
y_rep[456]     1.488433e+01 2.784079e-03  0.209307966  1.448240e+01
y_rep[457]     1.473128e+01 2.836487e-03  0.223638500  1.435134e+01
y_rep[458]     1.486147e+01 2.837846e-03  0.217774571  1.448564e+01
y_rep[459]     1.494739e+01 3.318390e-03  0.251763608  1.452512e+01
y_rep[460]     1.444771e+01 3.073978e-03  0.233829950  1.404393e+01
y_rep[461]     1.481077e+01 2.730907e-03  0.214383485  1.439339e+01
y_rep[462]     1.456841e+01 2.630748e-03  0.197835850  1.418487e+01
y_rep[463]     1.413817e+01 2.672080e-03  0.205058162  1.373999e+01
y_rep[464]     1.412085e+01 3.108719e-03  0.237393945  1.372539e+01
y_rep[465]     1.383717e+01 2.736872e-03  0.202813440  1.344971e+01
y_rep[466]     1.384315e+01 2.778284e-03  0.216354665  1.343892e+01
y_rep[467]     1.541965e+01 2.906726e-03  0.222502099  1.504859e+01
y_rep[468]     1.506120e+01 2.907502e-03  0.222961807  1.468807e+01
y_rep[469]     1.523943e+01 2.564266e-03  0.202488687  1.483970e+01
y_rep[470]     1.570007e+01 3.139514e-03  0.248364583  1.530381e+01
y_rep[471]     1.597113e+01 2.817549e-03  0.210923811  1.556285e+01
y_rep[472]     1.561854e+01 2.790800e-03  0.214584681  1.519973e+01
y_rep[473]     1.909371e+01 2.671685e-03  0.210509287  1.868149e+01
y_rep[474]     2.213287e+01 2.815913e-03  0.218295843  2.175270e+01
y_rep[475]     2.178738e+01 2.760208e-03  0.210058069  2.138300e+01
y_rep[476]     2.183037e+01 2.665170e-03  0.204076839  2.144567e+01
y_rep[477]     2.157672e+01 2.872785e-03  0.216644742  2.118334e+01
y_rep[478]     2.060934e+01 2.857284e-03  0.220809422  2.021088e+01
y_rep[479]     2.144326e+01 2.726616e-03  0.210134287  2.105172e+01
y_rep[480]     2.124299e+01 2.826962e-03  0.212812380  2.084642e+01
y_rep[481]     2.107889e+01 3.548273e-03  0.282716979  2.066565e+01
y_rep[482]     2.102156e+01 2.716835e-03  0.211902862  2.064680e+01
y_rep[483]     2.127866e+01 2.992062e-03  0.226437046  2.086616e+01
y_rep[484]     2.132311e+01 4.789534e-03  0.362782687  2.094563e+01
y_rep[485]     2.159933e+01 2.910065e-03  0.223906646  2.119740e+01
y_rep[486]     2.179306e+01 2.679084e-03  0.206953009  2.137150e+01
y_rep[487]     2.142059e+01 3.023708e-03  0.223938118  2.102223e+01
y_rep[488]     2.238561e+01 3.142440e-03  0.225636402  2.199081e+01
y_rep[489]     2.216711e+01 2.978067e-03  0.224642148  2.175750e+01
y_rep[490]     2.145559e+01 2.919008e-03  0.218592217  2.105942e+01
y_rep[491]     2.150296e+01 2.885420e-03  0.224754466  2.109057e+01
y_rep[492]     2.119908e+01 2.665663e-03  0.207945943  2.079749e+01
y_rep[493]     2.076321e+01 2.725299e-03  0.209384255  2.036624e+01
y_rep[494]     2.113667e+01 2.680413e-03  0.204706922  2.076352e+01
y_rep[495]     2.098230e+01 2.802747e-03  0.214353108  2.058502e+01
y_rep[496]     1.907301e+01 3.016322e-03  0.221676655  1.867612e+01
y_rep[497]     1.584605e+01 4.056604e-03  0.313464832  1.544733e+01
y_rep[498]     1.644478e+01 2.904929e-03  0.218230353  1.605181e+01
y_rep[499]     1.664014e+01 2.829320e-03  0.217894013  1.624541e+01
y_rep[500]     1.570177e+01 2.649812e-03  0.204931716  1.530240e+01
y_rep[501]     1.585030e+01 2.929008e-03  0.228392911  1.543912e+01
y_rep[502]     1.543948e+01 2.724541e-03  0.213758198  1.504096e+01
y_rep[503]     1.563048e+01 2.829650e-03  0.219833647  1.520964e+01
y_rep[504]     1.565389e+01 2.742064e-03  0.208062604  1.525167e+01
y_rep[505]     1.526247e+01 2.731936e-03  0.212243259  1.487339e+01
y_rep[506]     1.494977e+01 2.666082e-03  0.202119343  1.456276e+01
y_rep[507]     1.478067e+01 2.934602e-03  0.217057513  1.439077e+01
y_rep[508]     1.419626e+01 2.721536e-03  0.207562597  1.379822e+01
y_rep[509]     1.449012e+01 3.273035e-03  0.249746202  1.410180e+01
y_rep[510]     1.413740e+01 2.866013e-03  0.217133657  1.374458e+01
y_rep[511]     1.356994e+01 3.050114e-03  0.223241275  1.319132e+01
y_rep[512]     1.369925e+01 2.944230e-03  0.219262679  1.330531e+01
y_rep[513]     1.326641e+01 2.884932e-03  0.217673653  1.284087e+01
y_rep[514]     1.284395e+01 2.638847e-03  0.200158577  1.246136e+01
y_rep[515]     1.288180e+01 2.884564e-03  0.218195467  1.247213e+01
y_rep[516]     1.320437e+01 2.763830e-03  0.205293020  1.282363e+01
y_rep[517]     1.281621e+01 3.048060e-03  0.232010862  1.242883e+01
y_rep[518]     1.302145e+01 3.125059e-03  0.235264902  1.261864e+01
y_rep[519]     1.298034e+01 2.624532e-03  0.206808098  1.258249e+01
y_rep[520]     1.238575e+01 2.910046e-03  0.229644747  1.200774e+01
y_rep[521]     1.270246e+01 2.735749e-03  0.212557712  1.230531e+01
y_rep[522]     1.256673e+01 3.911202e-03  0.304366355  1.216577e+01
y_rep[523]     1.234191e+01 3.084113e-03  0.231423445  1.194194e+01
y_rep[524]     1.218810e+01 3.177606e-03  0.245744735  1.177737e+01
y_rep[525]     1.229491e+01 2.862661e-03  0.211672592  1.190272e+01
y_rep[526]     1.179241e+01 2.650776e-03  0.207244511  1.140550e+01
y_rep[527]     1.172880e+01 3.131401e-03  0.236890579  1.133256e+01
y_rep[528]     1.224546e+01 2.933088e-03  0.224586649  1.184553e+01
y_rep[529]     1.199838e+01 2.972058e-03  0.223686854  1.158346e+01
y_rep[530]     1.229217e+01 2.971333e-03  0.224690756  1.190682e+01
y_rep[531]     1.210663e+01 2.839664e-03  0.217541829  1.170620e+01
y_rep[532]     1.145824e+01 2.974637e-03  0.226030784  1.105969e+01
y_rep[533]     1.171163e+01 2.733386e-03  0.211545618  1.130832e+01
y_rep[534]     1.187726e+01 2.769948e-03  0.218019715  1.150120e+01
y_rep[535]     1.167366e+01 3.257309e-03  0.247272947  1.129137e+01
y_rep[536]     1.266400e+01 2.781435e-03  0.214051963  1.228682e+01
y_rep[537]     1.226633e+01 2.913681e-03  0.225216685  1.188714e+01
y_rep[538]     1.183061e+01 2.759394e-03  0.214208662  1.143850e+01
y_rep[539]     1.186870e+01 2.960072e-03  0.227300143  1.147630e+01
y_rep[540]     1.155820e+01 2.627890e-03  0.202361393  1.118101e+01
y_rep[541]     1.149697e+01 3.046753e-03  0.225838371  1.109690e+01
y_rep[542]     1.158014e+01 3.169472e-03  0.234548994  1.117797e+01
y_rep[543]     1.133815e+01 2.817458e-03  0.214099224  1.097175e+01
y_rep[544]     1.114803e+01 2.683127e-03  0.211081590  1.074243e+01
y_rep[545]     1.170446e+01 2.789344e-03  0.214413060  1.130625e+01
y_rep[546]     1.132310e+01 2.874678e-03  0.216473999  1.094201e+01
y_rep[547]     1.137387e+01 2.857165e-03  0.217889165  1.100008e+01
y_rep[548]     1.129625e+01 3.618683e-03  0.285735622  1.087775e+01
y_rep[549]     1.161964e+01 2.853761e-03  0.221276186  1.120515e+01
y_rep[550]     1.154975e+01 3.064115e-03  0.240306290  1.114040e+01
y_rep[551]     1.126434e+01 3.011569e-03  0.229189441  1.087349e+01
y_rep[552]     1.098934e+01 3.227392e-03  0.251495318  1.059553e+01
y_rep[553]     1.085205e+01 2.680363e-03  0.208245074  1.046971e+01
y_rep[554]     1.103846e+01 2.859779e-03  0.221502895  1.064330e+01
y_rep[555]     1.097494e+01 2.938538e-03  0.212933555  1.059498e+01
y_rep[556]     1.042736e+01 3.084200e-03  0.229715384  1.004950e+01
y_rep[557]     1.024487e+01 3.244940e-03  0.248901172  9.844597e+00
y_rep[558]     1.033236e+01 2.973066e-03  0.227018547  9.938541e+00
y_rep[559]     1.006326e+01 2.668934e-03  0.210400562  9.693706e+00
y_rep[560]     1.325053e+01 2.948478e-03  0.226810789  1.285854e+01
y_rep[561]     1.279603e+01 3.496666e-03  0.259622274  1.240265e+01
y_rep[562]     1.264557e+01 3.080596e-03  0.239328936  1.224055e+01
y_rep[563]     1.299325e+01 2.673302e-03  0.207126876  1.259488e+01
y_rep[564]     1.346858e+01 2.975683e-03  0.230353246  1.307258e+01
y_rep[565]     1.296977e+01 3.174044e-03  0.247461180  1.257616e+01
y_rep[566]     1.319482e+01 2.821305e-03  0.216569824  1.278494e+01
y_rep[567]     1.291887e+01 2.690361e-03  0.210540240  1.253921e+01
y_rep[568]     1.251299e+01 2.906337e-03  0.221423754  1.210603e+01
y_rep[569]     1.285181e+01 2.853091e-03  0.221954164  1.245970e+01
y_rep[570]     1.271506e+01 3.005366e-03  0.232546381  1.231462e+01
y_rep[571]     1.267778e+01 2.821873e-03  0.208516381  1.230993e+01
y_rep[572]     1.231118e+01 2.560934e-03  0.200338278  1.191584e+01
y_rep[573]     1.235921e+01 2.881414e-03  0.209852304  1.194749e+01
y_rep[574]     1.210353e+01 2.796041e-03  0.214443484  1.171316e+01
y_rep[575]     1.231852e+01 2.918433e-03  0.217075453  1.191018e+01
y_rep[576]     1.206457e+01 3.321256e-03  0.256576705  1.165960e+01
y_rep[577]     1.197422e+01 2.966925e-03  0.226179677  1.158311e+01
y_rep[578]     1.234368e+01 2.853622e-03  0.216202928  1.193583e+01
y_rep[579]     1.234218e+01 2.941642e-03  0.225216731  1.196299e+01
y_rep[580]     1.203865e+01 2.781434e-03  0.215434817  1.161740e+01
y_rep[581]     1.213384e+01 2.971068e-03  0.225172070  1.172093e+01
y_rep[582]     1.217243e+01 2.724936e-03  0.212869747  1.178865e+01
y_rep[583]     1.101495e+01 3.065529e-03  0.233030138  1.061449e+01
y_rep[584]     1.106204e+01 2.851383e-03  0.222244362  1.065498e+01
y_rep[585]     1.084689e+01 2.683117e-03  0.206359214  1.045021e+01
y_rep[586]     1.047333e+01 2.687467e-03  0.206610109  1.008103e+01
y_rep[587]     1.060124e+01 2.744613e-03  0.202202959  1.022076e+01
y_rep[588]     1.123448e+01 2.856886e-03  0.220228405  1.083374e+01
y_rep[589]     1.126008e+01 3.205584e-03  0.245341850  1.085500e+01
y_rep[590]     1.154197e+01 2.753682e-03  0.214053169  1.116770e+01
y_rep[591]     1.159842e+01 3.299145e-03  0.255529437  1.118875e+01
y_rep[592]     1.770416e+01 3.378660e-03  0.253957949  1.722943e+01
y_rep[593]     1.866193e+01 2.998340e-03  0.217657485  1.829042e+01
y_rep[594]     1.919583e+01 3.071025e-03  0.221570825  1.880530e+01
y_rep[595]     1.857912e+01 2.840865e-03  0.219781793  1.816002e+01
y_rep[596]     1.907501e+01 2.787792e-03  0.218075317  1.867756e+01
y_rep[597]     1.942960e+01 3.356595e-03  0.258666849  1.903315e+01
y_rep[598]     1.929944e+01 3.210236e-03  0.246165371  1.891850e+01
y_rep[599]     1.959806e+01 2.685624e-03  0.207089325  1.920275e+01
y_rep[600]     1.939194e+01 2.776102e-03  0.208863444  1.900775e+01
y_rep[601]     1.946952e+01 2.891243e-03  0.223983683  1.908477e+01
y_rep[602]     1.958419e+01 3.066478e-03  0.235631898  1.919022e+01
y_rep[603]     2.043830e+01 2.657811e-03  0.208480852  2.005045e+01
y_rep[604]     2.019341e+01 3.396528e-03  0.261568522  1.979886e+01
y_rep[605]     2.001377e+01 2.880666e-03  0.210850663  1.962341e+01
y_rep[606]     2.036033e+01 2.758675e-03  0.210696665  1.997266e+01
y_rep[607]     2.040129e+01 2.865021e-03  0.217795662  2.000177e+01
y_rep[608]     2.044070e+01 2.953476e-03  0.229908316  2.006637e+01
y_rep[609]     2.072249e+01 2.757173e-03  0.208293736  2.034411e+01
y_rep[610]     2.039012e+01 2.741839e-03  0.211767347  1.999767e+01
y_rep[611]     2.072261e+01 2.865507e-03  0.223328407  2.032333e+01
y_rep[612]     2.042238e+01 2.791650e-03  0.215389613  2.001616e+01
y_rep[613]     2.009353e+01 2.829426e-03  0.219497205  1.969624e+01
y_rep[614]     1.823987e+01 3.132812e-03  0.228204899  1.784607e+01
y_rep[615]     1.639895e+01 3.006680e-03  0.231787623  1.599597e+01
y_rep[616]     1.542261e+01 2.620865e-03  0.203158009  1.503200e+01
y_rep[617]     1.567733e+01 2.897695e-03  0.219616946  1.527616e+01
y_rep[618]     1.521793e+01 2.982825e-03  0.229165908  1.483603e+01
y_rep[619]     1.465204e+01 2.718293e-03  0.213892730  1.425800e+01
y_rep[620]     1.464556e+01 2.871171e-03  0.223269768  1.420864e+01
y_rep[621]     1.473845e+01 2.665041e-03  0.208194553  1.432971e+01
y_rep[622]     1.526050e+01 3.270954e-03  0.258677687  1.485893e+01
y_rep[623]     1.541832e+01 2.844660e-03  0.221065215  1.502887e+01
y_rep[624]     1.513727e+01 2.784338e-03  0.216661003  1.475449e+01
y_rep[625]     1.509750e+01 2.668956e-03  0.203615921  1.471178e+01
y_rep[626]     1.453398e+01 2.900573e-03  0.222498718  1.415402e+01
y_rep[627]     1.439375e+01 2.902858e-03  0.217819142  1.400635e+01
y_rep[628]     1.409766e+01 3.281923e-03  0.258176464  1.369892e+01
y_rep[629]     1.380387e+01 3.019722e-03  0.229793750  1.341877e+01
y_rep[630]     1.377721e+01 2.797314e-03  0.218681784  1.338957e+01
y_rep[631]     1.335539e+01 3.285287e-03  0.254601809  1.295521e+01
y_rep[632]     1.338949e+01 3.109330e-03  0.239660994  1.300570e+01
y_rep[633]     1.343443e+01 2.787704e-03  0.211944084  1.302772e+01
y_rep[634]     1.323001e+01 2.659144e-03  0.203235135  1.282994e+01
y_rep[635]     1.276167e+01 2.944724e-03  0.228110980  1.236648e+01
y_rep[636]     1.268807e+01 2.808511e-03  0.214838742  1.227678e+01
y_rep[637]     1.226339e+01 2.969208e-03  0.219175287  1.186187e+01
y_rep[638]     1.275220e+01 3.084735e-03  0.229474129  1.235353e+01
y_rep[639]     1.297220e+01 2.673354e-03  0.207234325  1.257062e+01
y_rep[640]     1.279442e+01 3.166622e-03  0.241427064  1.240911e+01
y_rep[641]     1.257994e+01 2.787612e-03  0.218830893  1.218267e+01
y_rep[642]     1.280729e+01 2.734414e-03  0.214336129  1.243785e+01
y_rep[643]     1.250913e+01 2.960712e-03  0.228573094  1.211471e+01
y_rep[644]     1.234230e+01 2.612894e-03  0.203164268  1.195769e+01
y_rep[645]     1.233827e+01 3.026120e-03  0.221019257  1.196458e+01
y_rep[646]     1.193441e+01 2.744650e-03  0.213357606  1.153727e+01
y_rep[647]     1.194094e+01 2.931026e-03  0.216146486  1.154136e+01
y_rep[648]     1.204797e+01 2.880655e-03  0.221177994  1.162726e+01
y_rep[649]     1.238059e+01 3.132901e-03  0.242877281  1.198590e+01
y_rep[650]     1.242349e+01 2.782821e-03  0.207894822  1.200951e+01
y_rep[651]     1.253188e+01 3.012033e-03  0.230432839  1.213348e+01
y_rep[652]     1.245565e+01 3.333587e-03  0.258026242  1.205339e+01
y_rep[653]     1.247906e+01 2.840078e-03  0.218560919  1.208395e+01
y_rep[654]     1.250476e+01 3.597461e-03  0.271804802  1.211176e+01
y_rep[655]     1.253503e+01 2.953601e-03  0.230267063  1.213246e+01
y_rep[656]     1.248817e+01 3.293832e-03  0.253978608  1.209711e+01
y_rep[657]     1.251771e+01 2.954413e-03  0.213426336  1.211495e+01
y_rep[658]     1.252685e+01 3.707715e-03  0.283768354  1.212678e+01
y_rep[659]     1.256513e+01 2.823422e-03  0.217234310  1.213432e+01
y_rep[660]     1.235773e+01 2.639219e-03  0.208380577  1.195502e+01
y_rep[661]     1.199966e+01 2.818176e-03  0.218634882  1.160441e+01
y_rep[662]     1.212501e+01 3.343267e-03  0.247541263  1.174051e+01
y_rep[663]     1.212082e+01 2.576750e-03  0.201210997  1.173856e+01
y_rep[664]     1.244108e+01 2.712657e-03  0.207428229  1.205756e+01
y_rep[665]     1.273268e+01 3.233566e-03  0.233751983  1.236736e+01
y_rep[666]     1.220403e+01 2.685549e-03  0.211179219  1.180507e+01
y_rep[667]     1.242388e+01 2.813748e-03  0.218607234  1.202686e+01
y_rep[668]     1.205784e+01 2.901652e-03  0.221948362  1.166044e+01
y_rep[669]     1.188370e+01 2.831616e-03  0.216908837  1.149717e+01
y_rep[670]     1.207925e+01 3.342549e-03  0.256678463  1.168311e+01
y_rep[671]     1.237701e+01 2.743065e-03  0.216402907  1.198027e+01
y_rep[672]     1.214515e+01 2.763743e-03  0.207598605  1.177693e+01
y_rep[673]     1.186284e+01 2.642071e-03  0.205238909  1.146016e+01
y_rep[674]     1.191536e+01 2.656677e-03  0.209066556  1.151937e+01
y_rep[675]     1.177815e+01 2.665862e-03  0.208213433  1.139253e+01
y_rep[676]     1.190902e+01 3.125092e-03  0.246669293  1.149936e+01
y_rep[677]     1.206194e+01 2.755405e-03  0.211609215  1.166730e+01
y_rep[678]     1.153267e+01 2.804059e-03  0.212271307  1.113965e+01
y_rep[679]     1.151812e+01 3.143283e-03  0.245508450  1.113942e+01
y_rep[680]     1.111134e+01 3.090633e-03  0.237588533  1.072209e+01
y_rep[681]     1.090171e+01 3.050471e-03  0.236572743  1.051356e+01
y_rep[682]     1.124013e+01 2.912877e-03  0.222983970  1.085602e+01
y_rep[683]     1.150769e+01 3.037369e-03  0.238111515  1.110203e+01
y_rep[684]     1.125574e+01 2.968227e-03  0.230848786  1.084804e+01
y_rep[685]     1.102970e+01 2.767892e-03  0.214959283  1.064956e+01
y_rep[686]     1.088447e+01 2.933722e-03  0.221181918  1.050051e+01
y_rep[687]     1.061197e+01 2.823836e-03  0.216931214  1.020687e+01
y_rep[688]     1.095832e+01 2.975571e-03  0.220354865  1.055327e+01
y_rep[689]     1.076545e+01 2.958378e-03  0.226404273  1.036680e+01
y_rep[690]     1.090615e+01 3.079686e-03  0.234321129  1.051145e+01
y_rep[691]     1.089977e+01 2.559667e-03  0.203477995  1.051383e+01
y_rep[692]     1.100825e+01 2.855669e-03  0.222598584  1.061729e+01
y_rep[693]     1.068132e+01 3.010544e-03  0.232127601  1.030434e+01
y_rep[694]     1.066655e+01 2.783815e-03  0.213127237  1.027783e+01
y_rep[695]     1.060207e+01 2.678410e-03  0.212961984  1.022618e+01
y_rep[696]     1.046724e+01 2.874233e-03  0.220315678  1.004801e+01
y_rep[697]     1.032153e+01 2.514042e-03  0.194924041  9.936186e+00
y_rep[698]     1.016144e+01 3.184191e-03  0.244842184  9.761971e+00
y_rep[699]     1.043499e+01 2.767810e-03  0.217810968  1.004047e+01
y_rep[700]     1.113695e+01 2.649625e-03  0.201583758  1.073985e+01
y_rep[701]     1.103001e+01 2.753030e-03  0.209832805  1.062269e+01
y_rep[702]     1.087075e+01 2.751373e-03  0.213030962  1.047659e+01
y_rep[703]     1.093861e+01 2.745714e-03  0.213261653  1.054635e+01
y_rep[704]     1.087640e+01 2.948846e-03  0.221746766  1.049738e+01
y_rep[705]     1.085951e+01 2.906290e-03  0.221253561  1.046647e+01
y_rep[706]     1.075183e+01 2.855992e-03  0.224593516  1.036300e+01
y_rep[707]     1.098067e+01 2.909917e-03  0.219381405  1.058506e+01
y_rep[708]     1.090128e+01 2.695951e-03  0.208732713  1.052209e+01
y_rep[709]     1.074614e+01 2.855828e-03  0.219205157  1.035544e+01
y_rep[710]     1.075791e+01 3.135031e-03  0.240408812  1.034370e+01
y_rep[711]     1.059499e+01 2.801200e-03  0.218817025  1.019662e+01
y_rep[712]     1.045794e+01 2.824481e-03  0.215321642  1.007022e+01
y_rep[713]     1.024903e+01 2.855233e-03  0.220297334  9.835535e+00
y_rep[714]     1.013175e+01 2.883176e-03  0.222313972  9.729917e+00
y_rep[715]     1.001591e+01 3.037621e-03  0.239122495  9.618313e+00
y_rep[716]     1.010585e+01 2.868349e-03  0.225573407  9.707426e+00
y_rep[717]     9.796366e+00 3.144129e-03  0.236659236  9.394985e+00
y_rep[718]     9.679202e+00 2.887863e-03  0.220069829  9.300157e+00
y_rep[719]     1.004687e+01 2.842428e-03  0.217560505  9.620494e+00
y_rep[720]     1.009563e+01 3.090652e-03  0.242912894  9.689018e+00
y_rep[721]     1.047600e+01 2.814087e-03  0.212326030  1.009421e+01
y_rep[722]     9.759690e+00 2.996320e-03  0.230379309  9.352179e+00
y_rep[723]     1.015874e+01 4.457796e-03  0.342804394  9.777446e+00
y_rep[724]     1.047172e+01 2.777263e-03  0.216953707  1.010132e+01
y_rep[725]     1.055668e+01 2.566395e-03  0.202610163  1.014317e+01
y_rep[726]     1.066462e+01 2.900407e-03  0.220030691  1.024789e+01
y_rep[727]     1.035156e+01 2.846796e-03  0.220333675  9.959352e+00
y_rep[728]     1.043345e+01 3.054202e-03  0.235366106  1.004498e+01
y_rep[729]     1.042904e+01 2.741078e-03  0.217927649  1.003937e+01
y_rep[730]     1.062370e+01 2.785037e-03  0.217543897  1.023429e+01
y_rep[731]     1.060903e+01 2.663250e-03  0.207082612  1.021947e+01
y_rep[732]     1.065741e+01 2.835240e-03  0.215119573  1.026746e+01
y_rep[733]     1.050012e+01 2.709271e-03  0.211411420  1.011801e+01
y_rep[734]     1.130579e+01 2.677130e-03  0.203920494  1.091690e+01
y_rep[735]     1.161655e+01 3.111210e-03  0.236033513  1.121881e+01
y_rep[736]     1.133844e+01 3.684841e-03  0.273434276  1.095393e+01
y_rep[737]     1.138003e+01 2.961466e-03  0.230870003  1.099062e+01
y_rep[738]     1.148416e+01 2.974879e-03  0.230874346  1.108844e+01
y_rep[739]     1.138769e+01 4.194074e-03  0.318448707  1.101741e+01
y_rep[740]     1.172655e+01 2.881727e-03  0.225338979  1.133158e+01
y_rep[741]     1.160769e+01 2.839694e-03  0.224905681  1.120592e+01
y_rep[742]     1.175090e+01 2.882418e-03  0.212025706  1.135701e+01
y_rep[743]     1.176670e+01 2.833094e-03  0.218224558  1.137405e+01
y_rep[744]     1.156177e+01 2.702732e-03  0.210950500  1.115752e+01
y_rep[745]     1.164630e+01 2.792892e-03  0.210703949  1.126568e+01
y_rep[746]     1.134708e+01 2.957148e-03  0.228470694  1.094223e+01
y_rep[747]     1.093761e+01 2.945854e-03  0.227844787  1.053777e+01
y_rep[748]     1.106128e+01 2.793649e-03  0.216120940  1.066485e+01
y_rep[749]     1.120541e+01 2.931299e-03  0.225438481  1.079004e+01
y_rep[750]     1.125213e+01 2.785799e-03  0.214134127  1.084377e+01
y_rep[751]     1.085060e+01 4.065964e-03  0.314575277  1.046165e+01
y_rep[752]     1.076666e+01 2.686858e-03  0.207108560  1.040047e+01
y_rep[753]     1.098949e+01 2.773380e-03  0.213207852  1.060248e+01
y_rep[754]     1.128074e+01 2.670781e-03  0.210949264  1.088922e+01
y_rep[755]     1.155032e+01 2.712817e-03  0.203282977  1.115537e+01
y_rep[756]     1.121546e+01 3.012006e-03  0.226148562  1.082522e+01
y_rep[757]     1.061388e+01 2.890472e-03  0.223510375  1.021182e+01
y_rep[758]     1.048817e+01 2.881592e-03  0.219806522  1.007677e+01
y_rep[759]     1.072090e+01 2.846289e-03  0.216898499  1.034096e+01
y_rep[760]     1.043913e+01 2.643600e-03  0.203476636  1.005635e+01
y_rep[761]     1.056960e+01 2.884747e-03  0.225484585  1.019080e+01
y_rep[762]     1.098484e+01 2.931079e-03  0.232203423  1.058193e+01
y_rep[763]     1.050214e+01 2.781050e-03  0.214788337  1.010779e+01
y_rep[764]     1.044769e+01 3.051373e-03  0.233922791  1.006581e+01
y_rep[765]     1.020643e+01 3.025904e-03  0.224125637  9.821078e+00
y_rep[766]     1.032495e+01 2.789382e-03  0.216568376  9.926254e+00
y_rep[767]     1.012505e+01 3.088155e-03  0.240800318  9.723754e+00
y_rep[768]     1.030275e+01 3.224593e-03  0.244078125  9.908641e+00
y_rep[769]     1.026387e+01 2.948328e-03  0.226440621  9.848763e+00
y_rep[770]     1.009158e+01 2.781680e-03  0.212987734  9.702215e+00
y_rep[771]     1.025064e+01 2.769167e-03  0.219981949  9.860460e+00
y_rep[772]     1.021971e+01 2.691787e-03  0.209706511  9.823313e+00
y_rep[773]     1.021042e+01 3.065568e-03  0.229003455  9.809786e+00
y_rep[774]     1.080863e+01 2.803447e-03  0.215828875  1.040356e+01
y_rep[775]     1.062195e+01 2.891281e-03  0.218106340  1.021741e+01
y_rep[776]     1.029616e+01 2.839813e-03  0.217948457  9.891118e+00
y_rep[777]     1.017029e+01 2.856887e-03  0.220740389  9.768696e+00
y_rep[778]     9.876359e+00 2.800152e-03  0.217472983  9.496620e+00
y_rep[779]     1.038866e+01 2.653168e-03  0.201244087  9.983011e+00
y_rep[780]     1.028094e+01 3.777918e-03  0.281497036  9.896925e+00
y_rep[781]     1.000499e+01 3.290037e-03  0.253778337  9.619243e+00
y_rep[782]     1.014168e+01 2.658434e-03  0.204414754  9.763450e+00
y_rep[783]     9.917458e+00 2.998706e-03  0.234537553  9.520910e+00
y_rep[784]     9.899566e+00 3.001851e-03  0.224997973  9.495711e+00
y_rep[785]     9.659071e+00 3.387861e-03  0.236186076  9.271550e+00
y_rep[786]     9.617756e+00 2.944948e-03  0.225841022  9.219695e+00
y_rep[787]     9.556257e+00 2.733730e-03  0.211787615  9.157385e+00
y_rep[788]     1.000432e+01 2.669072e-03  0.206596592  9.607080e+00
y_rep[789]     1.047810e+01 3.310124e-03  0.255410663  1.007176e+01
y_rep[790]     1.029665e+01 4.440388e-03  0.332679706  9.910489e+00
y_rep[791]     1.004181e+01 2.827361e-03  0.210111027  9.631031e+00
y_rep[792]     1.010596e+01 3.172648e-03  0.246549764  9.706118e+00
y_rep[793]     1.001636e+01 2.711344e-03  0.212742796  9.613474e+00
y_rep[794]     1.058662e+01 3.016332e-03  0.230326803  1.018429e+01
y_rep[795]     1.046059e+01 2.801196e-03  0.220933653  1.006722e+01
y_rep[796]     1.017252e+01 2.707024e-03  0.214307457  9.783411e+00
y_rep[797]     1.004178e+01 2.659343e-03  0.211918322  9.627277e+00
y_rep[798]     1.033784e+01 2.875817e-03  0.223097629  9.956843e+00
y_rep[799]     1.045225e+01 2.859385e-03  0.218878270  1.004122e+01
y_rep[800]     1.033940e+01 2.743949e-03  0.209333498  9.962685e+00
y_rep[801]     1.035479e+01 2.776964e-03  0.216091913  9.981133e+00
y_rep[802]     9.884283e+00 3.266245e-03  0.258505664  9.486231e+00
y_rep[803]     9.942804e+00 2.714889e-03  0.210223613  9.527370e+00
y_rep[804]     1.036644e+01 2.857991e-03  0.223282765  9.965997e+00
y_rep[805]     1.020579e+01 2.679899e-03  0.205495081  9.797970e+00
y_rep[806]     1.025426e+01 2.639687e-03  0.207548565  9.875756e+00
y_rep[807]     1.032262e+01 3.241911e-03  0.247180117  9.933800e+00
y_rep[808]     1.025831e+01 2.961502e-03  0.230116503  9.830853e+00
y_rep[809]     1.021660e+01 3.048131e-03  0.235602294  9.807009e+00
y_rep[810]     1.059536e+01 4.788695e-03  0.370536063  1.019586e+01
y_rep[811]     1.001348e+01 2.995927e-03  0.227443888  9.605166e+00
y_rep[812]     9.553512e+00 2.973724e-03  0.223439169  9.152838e+00
y_rep[813]     9.824028e+00 3.111836e-03  0.241626869  9.431447e+00
y_rep[814]     1.014644e+01 3.575411e-03  0.280365034  9.740860e+00
y_rep[815]     9.863259e+00 2.770446e-03  0.209906974  9.465360e+00
y_rep[816]     1.012680e+01 2.727265e-03  0.207793730  9.737903e+00
y_rep[817]     9.658633e+00 2.811507e-03  0.220870435  9.257250e+00
y_rep[818]     9.605218e+00 2.808230e-03  0.214625194  9.205168e+00
y_rep[819]     9.635105e+00 2.872764e-03  0.216893876  9.257806e+00
y_rep[820]     9.464138e+00 2.939369e-03  0.225805976  9.070484e+00
y_rep[821]     9.414324e+00 2.928695e-03  0.226607943  9.005951e+00
y_rep[822]     9.670062e+00 3.048330e-03  0.231221423  9.292179e+00
y_rep[823]     9.614441e+00 2.756204e-03  0.210291813  9.233189e+00
y_rep[824]     9.466722e+00 2.700220e-03  0.207015410  9.074476e+00
y_rep[825]     9.256537e+00 2.886484e-03  0.224530114  8.863883e+00
y_rep[826]     9.732901e+00 3.415637e-03  0.262086665  9.338718e+00
y_rep[827]     9.782163e+00 2.950746e-03  0.220729396  9.382438e+00
y_rep[828]     9.521545e+00 2.779874e-03  0.214397602  9.113284e+00
y_rep[829]     9.494038e+00 2.851537e-03  0.223568846  9.091341e+00
y_rep[830]     9.667178e+00 3.029371e-03  0.225719458  9.285241e+00
y_rep[831]     9.654258e+00 2.878687e-03  0.219474125  9.238965e+00
y_rep[832]     9.888651e+00 2.869252e-03  0.220254587  9.509583e+00
y_rep[833]     9.854329e+00 2.735612e-03  0.213998308  9.478558e+00
y_rep[834]     9.998538e+00 2.759688e-03  0.203670891  9.611474e+00
y_rep[835]     1.010352e+01 2.931498e-03  0.221527654  9.707609e+00
y_rep[836]     1.012544e+01 2.731937e-03  0.218517301  9.742710e+00
y_rep[837]     1.017680e+01 2.808165e-03  0.214563916  9.780277e+00
y_rep[838]     1.005849e+01 2.750714e-03  0.217130778  9.650561e+00
y_rep[839]     9.843865e+00 2.873228e-03  0.216439819  9.425450e+00
y_rep[840]     9.827949e+00 2.684579e-03  0.207198307  9.415972e+00
y_rep[841]     1.011302e+01 2.693654e-03  0.213454235  9.741015e+00
y_rep[842]     1.154692e+01 2.748532e-03  0.214111771  1.115491e+01
y_rep[843]     1.121066e+01 2.802612e-03  0.212775046  1.079480e+01
y_rep[844]     1.142930e+01 2.778124e-03  0.212707523  1.103602e+01
y_rep[845]     1.134432e+01 2.832333e-03  0.213719771  1.094599e+01
y_rep[846]     1.157496e+01 2.875939e-03  0.212162820  1.121907e+01
y_rep[847]     1.193249e+01 3.056712e-03  0.235672457  1.153956e+01
y_rep[848]     1.193009e+01 2.839619e-03  0.222305503  1.155357e+01
y_rep[849]     1.174166e+01 2.788136e-03  0.217319428  1.132628e+01
y_rep[850]     1.192070e+01 2.777952e-03  0.207786545  1.154483e+01
y_rep[851]     1.199337e+01 2.925556e-03  0.221340231  1.158597e+01
y_rep[852]     1.212257e+01 2.564819e-03  0.199122751  1.173830e+01
y_rep[853]     1.200427e+01 2.735389e-03  0.211764839  1.160952e+01
y_rep[854]     1.210988e+01 2.942024e-03  0.222638919  1.171930e+01
y_rep[855]     1.201563e+01 3.130466e-03  0.243684983  1.162043e+01
y_rep[856]     1.204859e+01 2.634786e-03  0.206425300  1.166931e+01
y_rep[857]     1.203079e+01 3.158112e-03  0.239671674  1.163593e+01
y_rep[858]     1.251393e+01 3.769845e-03  0.294140329  1.211559e+01
y_rep[859]     1.198928e+01 2.795864e-03  0.213026322  1.159494e+01
y_rep[860]     1.204379e+01 2.647136e-03  0.205056570  1.162790e+01
y_rep[861]     1.201359e+01 2.791501e-03  0.218666272  1.160557e+01
y_rep[862]     1.227099e+01 2.804039e-03  0.219336368  1.188042e+01
y_rep[863]     1.229179e+01 2.900830e-03  0.220577015  1.188626e+01
y_rep[864]     1.219320e+01 2.865693e-03  0.222281661  1.180520e+01
y_rep[865]     1.160881e+01 2.996343e-03  0.226404724  1.121034e+01
y_rep[866]     1.188345e+01 2.753279e-03  0.205712630  1.148156e+01
y_rep[867]     1.215841e+01 2.957398e-03  0.225997973  1.176860e+01
y_rep[868]     1.209499e+01 2.781400e-03  0.215507554  1.171331e+01
y_rep[869]     1.173486e+01 2.955408e-03  0.227670388  1.131465e+01
y_rep[870]     1.180759e+01 3.793469e-03  0.292334009  1.142716e+01
y_rep[871]     1.258989e+01 3.072020e-03  0.234601220  1.220896e+01
y_rep[872]     1.260792e+01 2.879056e-03  0.225538310  1.220764e+01
y_rep[873]     1.256552e+01 2.638710e-03  0.208343056  1.216556e+01
y_rep[874]     1.272389e+01 2.756525e-03  0.216244509  1.230823e+01
y_rep[875]     1.248942e+01 2.832377e-03  0.219533550  1.210980e+01
y_rep[876]     1.244960e+01 2.630720e-03  0.203101225  1.204507e+01
y_rep[877]     1.234709e+01 2.943025e-03  0.223308782  1.196939e+01
y_rep[878]     1.238724e+01 3.168512e-03  0.243393105  1.197721e+01
y_rep[879]     1.235889e+01 3.036472e-03  0.240499142  1.194842e+01
y_rep[880]     1.216417e+01 2.606711e-03  0.201251570  1.178439e+01
y_rep[881]     1.187432e+01 2.872858e-03  0.217717507  1.147881e+01
y_rep[882]     1.200182e+01 2.717207e-03  0.211432333  1.161952e+01
y_rep[883]     1.184026e+01 3.010169e-03  0.228155851  1.144967e+01
y_rep[884]     1.186579e+01 2.706461e-03  0.213756024  1.147225e+01
y_rep[885]     1.181788e+01 2.624553e-03  0.202656691  1.143260e+01
y_rep[886]     1.189909e+01 3.451197e-03  0.263352344  1.149269e+01
y_rep[887]     1.175774e+01 2.657624e-03  0.204961025  1.135446e+01
y_rep[888]     1.200579e+01 3.113603e-03  0.245840936  1.160669e+01
y_rep[889]     1.173016e+01 3.260597e-03  0.247673518  1.134273e+01
y_rep[890]     1.143867e+01 2.945079e-03  0.229505748  1.102689e+01
y_rep[891]     1.150857e+01 2.772970e-03  0.210005695  1.110902e+01
y_rep[892]     1.128344e+01 2.807985e-03  0.216766735  1.087947e+01
y_rep[893]     1.100094e+01 2.649270e-03  0.211364560  1.060113e+01
y_rep[894]     1.041197e+01 3.421502e-03  0.270393271  1.001293e+01
y_rep[895]     1.010779e+01 2.768207e-03  0.212750348  9.723712e+00
y_rep[896]     9.892658e+00 2.755612e-03  0.214283932  9.515591e+00
y_rep[897]     9.924256e+00 2.724536e-03  0.212103365  9.520848e+00
y_rep[898]     9.641862e+00 2.799566e-03  0.216123872  9.248803e+00
y_rep[899]     9.790140e+00 2.855349e-03  0.205329906  9.415886e+00
y_rep[900]     9.751866e+00 2.796846e-03  0.211447254  9.355668e+00
y_rep[901]     9.648240e+00 2.858976e-03  0.222343686  9.245337e+00
y_rep[902]     9.720767e+00 2.791719e-03  0.215566959  9.333844e+00
y_rep[903]     9.858748e+00 2.501979e-03  0.196922123  9.487194e+00
y_rep[904]     9.831038e+00 2.744984e-03  0.209183896  9.434578e+00
y_rep[905]     9.705343e+00 2.940192e-03  0.224394226  9.305136e+00
y_rep[906]     9.989909e+00 2.988032e-03  0.225261579  9.608863e+00
y_rep[907]     9.613007e+00 2.732155e-03  0.209513302  9.222584e+00
y_rep[908]     9.578150e+00 2.872218e-03  0.217009711  9.174331e+00
y_rep[909]     9.330917e+00 3.001584e-03  0.225912447  8.888962e+00
y_rep[910]     9.342712e+00 2.740748e-03  0.210634749  8.936920e+00
y_rep[911]     9.310794e+00 2.767881e-03  0.210670891  8.911511e+00
y_rep[912]     9.767017e+00 3.151973e-03  0.239774731  9.368242e+00
y_rep[913]     9.542168e+00 2.979777e-03  0.231074072  9.152866e+00
y_rep[914]     9.252925e+00 3.007706e-03  0.233096549  8.852392e+00
y_rep[915]     9.701335e+00 2.971059e-03  0.227395995  9.297508e+00
y_rep[916]     9.560075e+00 2.795236e-03  0.219244883  9.171900e+00
y_rep[917]     9.499911e+00 2.940364e-03  0.220857618  9.101217e+00
y_rep[918]     9.371731e+00 2.898198e-03  0.217411208  8.975123e+00
y_rep[919]     9.375623e+00 2.782182e-03  0.216866331  8.989933e+00
y_rep[920]     9.029678e+00 2.848665e-03  0.221096883  8.642018e+00
y_rep[921]     9.194599e+00 2.956787e-03  0.223526128  8.795574e+00
y_rep[922]     8.985472e+00 2.969259e-03  0.229461730  8.594527e+00
y_rep[923]     9.012310e+00 2.751726e-03  0.213612481  8.629988e+00
y_rep[924]     9.284880e+00 3.004284e-03  0.217552758  8.903363e+00
y_rep[925]     9.264831e+00 3.121071e-03  0.240979294  8.863870e+00
y_rep[926]     9.230337e+00 2.815542e-03  0.216034012  8.824506e+00
y_rep[927]     9.268127e+00 2.771697e-03  0.213714542  8.873477e+00
y_rep[928]     9.554708e+00 2.746441e-03  0.211901825  9.166811e+00
y_rep[929]     9.289436e+00 2.916426e-03  0.214768383  8.897889e+00
y_rep[930]     9.854507e+00 2.699204e-03  0.209606195  9.481646e+00
y_rep[931]     9.899715e+00 2.618236e-03  0.205181284  9.503532e+00
y_rep[932]     9.756385e+00 2.887136e-03  0.216376886  9.340236e+00
y_rep[933]     9.565766e+00 2.836611e-03  0.223610714  9.165285e+00
y_rep[934]     9.421997e+00 2.824214e-03  0.211479117  9.016181e+00
y_rep[935]     9.419267e+00 2.622939e-03  0.206147310  9.021197e+00
y_rep[936]     9.733613e+00 3.057014e-03  0.236431669  9.334186e+00
y_rep[937]     9.881786e+00 2.781057e-03  0.215381363  9.505000e+00
y_rep[938]     9.545540e+00 2.666438e-03  0.205767771  9.167142e+00
y_rep[939]     9.542939e+00 3.051750e-03  0.233022087  9.167103e+00
y_rep[940]     9.390463e+00 2.727354e-03  0.212905104  9.002204e+00
y_rep[941]     9.373265e+00 2.684796e-03  0.209138466  8.996261e+00
y_rep[942]     9.357394e+00 2.831141e-03  0.213145197  8.975647e+00
y_rep[943]     9.540216e+00 2.682226e-03  0.205631766  9.150982e+00
y_rep[944]     9.199063e+00 8.221812e-03  0.635365121  8.798354e+00
y_rep[945]     9.197539e+00 2.875601e-03  0.221337851  8.796669e+00
y_rep[946]     9.207579e+00 3.182300e-03  0.246311324  8.801912e+00
y_rep[947]     8.825727e+00 2.989369e-03  0.226302437  8.406717e+00
y_rep[948]     8.776101e+00 2.737528e-03  0.210528976  8.377058e+00
y_rep[949]     8.456002e+00 2.867142e-03  0.224295333  8.050691e+00
y_rep[950]     8.260661e+00 2.917822e-03  0.225461618  7.859019e+00
y_rep[951]     8.132106e+00 2.718415e-03  0.208760815  7.741262e+00
y_rep[952]     8.480572e+00 3.668707e-03  0.287899689  8.080615e+00
y_rep[953]     8.174063e+00 2.905982e-03  0.229282266  7.776251e+00
y_rep[954]     8.444093e+00 3.010244e-03  0.230235517  8.060643e+00
y_rep[955]     8.493424e+00 2.687868e-03  0.205623458  8.116523e+00
y_rep[956]     8.437333e+00 2.833923e-03  0.216832369  8.035924e+00
y_rep[957]     8.387605e+00 2.659880e-03  0.210753655  7.981645e+00
y_rep[958]     8.364388e+00 3.029648e-03  0.223011435  7.968069e+00
y_rep[959]     8.213988e+00 3.086519e-03  0.237122593  7.814493e+00
y_rep[960]     8.554781e+00 2.997522e-03  0.230102564  8.152930e+00
y_rep[961]     8.995035e+00 2.945288e-03  0.230177490  8.581609e+00
y_rep[962]     8.693283e+00 2.825066e-03  0.211457078  8.312486e+00
y_rep[963]     8.741925e+00 2.867292e-03  0.223173609  8.351415e+00
y_rep[964]     8.611843e+00 2.695857e-03  0.205034474  8.215622e+00
y_rep[965]     9.139032e+00 3.099810e-03  0.241459143  8.737795e+00
y_rep[966]     9.177362e+00 2.654941e-03  0.207320815  8.779082e+00
y_rep[967]     9.307241e+00 3.184078e-03  0.248796213  8.904725e+00
y_rep[968]     9.291271e+00 2.912263e-03  0.223218893  8.883579e+00
y_rep[969]     9.356156e+00 2.761870e-03  0.217227728  8.963196e+00
y_rep[970]     9.515153e+00 3.018571e-03  0.229930367  9.109316e+00
y_rep[971]     9.985435e+00 2.621810e-03  0.201617777  9.611769e+00
y_rep[972]     1.004433e+01 3.167718e-03  0.238313125  9.651083e+00
y_rep[973]     1.037690e+01 3.009182e-03  0.231016992  9.983646e+00
y_rep[974]     1.045430e+01 3.025600e-03  0.230499800  1.005964e+01
y_rep[975]     1.051792e+01 2.973469e-03  0.217235320  1.012069e+01
y_rep[976]     1.046535e+01 2.688552e-03  0.211640184  1.008251e+01
y_rep[977]     1.043559e+01 3.027210e-03  0.229249309  1.003302e+01
y_rep[978]     1.039135e+01 2.969935e-03  0.228708681  9.972362e+00
y_rep[979]     1.103991e+01 2.657115e-03  0.208946947  1.064796e+01
y_rep[980]     1.104124e+01 2.981086e-03  0.223603696  1.063735e+01
y_rep[981]     1.107479e+01 2.957563e-03  0.226558225  1.067098e+01
y_rep[982]     1.137629e+01 3.314224e-03  0.249114110  1.096111e+01
y_rep[983]     1.154222e+01 3.147868e-03  0.245634492  1.113893e+01
y_rep[984]     1.150113e+01 2.786619e-03  0.214799761  1.109898e+01
y_rep[985]     1.176758e+01 3.130422e-03  0.243608130  1.137919e+01
y_rep[986]     1.170455e+01 2.900399e-03  0.217073308  1.131979e+01
y_rep[987]     1.166605e+01 3.241244e-03  0.247309747  1.127324e+01
y_rep[988]     1.163268e+01 2.907225e-03  0.218764298  1.126266e+01
y_rep[989]     1.216860e+01 2.721740e-03  0.213367855  1.178550e+01
y_rep[990]     1.280611e+01 2.719911e-03  0.211543551  1.240676e+01
y_rep[991]     1.283303e+01 2.767887e-03  0.215855075  1.243873e+01
y_rep[992]     1.272060e+01 3.226439e-03  0.253965332  1.234103e+01
y_rep[993]     1.261801e+01 2.944409e-03  0.228643863  1.222770e+01
y_rep[994]     1.265580e+01 3.387180e-03  0.263064849  1.223657e+01
y_rep[995]     1.259549e+01 2.715062e-03  0.211019703  1.222022e+01
y_rep[996]     1.235954e+01 3.180853e-03  0.244141622  1.196861e+01
y_rep[997]     1.241832e+01 2.934834e-03  0.239773848  1.204254e+01
y_rep[998]     1.213825e+01 3.108970e-03  0.232996792  1.173010e+01
y_rep[999]     1.210354e+01 2.757979e-03  0.211476999  1.171785e+01
y_rep[1000]    1.227883e+01 2.812292e-03  0.213505028  1.187519e+01
y_rep[1001]    1.225538e+01 3.214116e-03  0.249213886  1.184160e+01
y_rep[1002]    1.183557e+01 2.676605e-03  0.211544230  1.145114e+01
y_rep[1003]    1.225079e+01 2.820726e-03  0.214024705  1.186247e+01
y_rep[1004]    1.202255e+01 2.739150e-03  0.216316240  1.162106e+01
y_rep[1005]    1.173134e+01 3.021637e-03  0.227148803  1.135063e+01
y_rep[1006]    1.173053e+01 3.677094e-03  0.270500189  1.133685e+01
y_rep[1007]    1.192031e+01 2.650570e-03  0.208373916  1.153626e+01
y_rep[1008]    1.161379e+01 3.063807e-03  0.228424219  1.120967e+01
y_rep[1009]    1.156362e+01 3.139319e-03  0.242082961  1.114393e+01
y_rep[1010]    1.146583e+01 2.870142e-03  0.208786105  1.107895e+01
y_rep[1011]    1.129211e+01 3.007762e-03  0.236017214  1.090667e+01
y_rep[1012]    1.055104e+01 3.553499e-03  0.274258137  1.018011e+01
y_rep[1013]    1.038430e+01 2.729835e-03  0.205821833  9.982275e+00
y_rep[1014]    1.043145e+01 2.759813e-03  0.213093071  1.003511e+01
y_rep[1015]    1.035088e+01 2.794650e-03  0.210265476  9.942844e+00
y_rep[1016]    1.027279e+01 2.689511e-03  0.210841766  9.900508e+00
y_rep[1017]    1.020173e+01 3.155689e-03  0.245043682  9.801439e+00
y_rep[1018]    1.027284e+01 2.868785e-03  0.220340530  9.876785e+00
y_rep[1019]    1.053926e+01 2.848306e-03  0.213650736  1.015032e+01
y_rep[1020]    1.078391e+01 2.784193e-03  0.212266608  1.038552e+01
y_rep[1021]    1.109739e+01 2.955741e-03  0.227258891  1.067506e+01
y_rep[1022]    1.107443e+01 3.125296e-03  0.240740108  1.065624e+01
y_rep[1023]    1.072945e+01 2.652105e-03  0.200029988  1.032533e+01
y_rep[1024]    1.079686e+01 2.803356e-03  0.215196101  1.038340e+01
y_rep[1025]    1.130848e+01 3.654747e-03  0.282698726  1.093579e+01
y_rep[1026]    1.070360e+01 3.056033e-03  0.235108067  1.031268e+01
y_rep[1027]    1.070307e+01 2.822186e-03  0.224243459  1.029456e+01
y_rep[1028]    1.052490e+01 3.274082e-03  0.252585694  1.013119e+01
y_rep[1029]    1.067040e+01 2.798750e-03  0.215213858  1.027326e+01
y_rep[1030]    1.057439e+01 2.791416e-03  0.216791566  1.020520e+01
y_rep[1031]    1.047586e+01 3.020135e-03  0.232683209  1.006816e+01
y_rep[1032]    1.057053e+01 2.589750e-03  0.200272993  1.017318e+01
y_rep[1033]    1.069929e+01 2.876615e-03  0.226327781  1.030790e+01
y_rep[1034]    1.076571e+01 6.900407e-03  0.525602628  1.034432e+01
y_rep[1035]    1.071964e+01 2.755036e-03  0.216826959  1.031123e+01
y_rep[1036]    1.065265e+01 2.940684e-03  0.224393720  1.023845e+01
y_rep[1037]    1.086271e+01 4.572971e-03  0.354058844  1.048283e+01
y_rep[1038]    1.129179e+01 2.880233e-03  0.218892517  1.088299e+01
y_rep[1039]    1.146634e+01 3.033700e-03  0.217183122  1.107775e+01
y_rep[1040]    1.145178e+01 2.879552e-03  0.225015287  1.105299e+01
y_rep[1041]    1.132451e+01 3.388322e-03  0.266873305  1.091914e+01
y_rep[1042]    1.092810e+01 2.702649e-03  0.212834924  1.054505e+01
y_rep[1043]    1.088882e+01 2.920537e-03  0.229687283  1.049512e+01
y_rep[1044]    1.073516e+01 2.701989e-03  0.207059069  1.031801e+01
y_rep[1045]    1.096798e+01 2.921454e-03  0.220532687  1.056797e+01
y_rep[1046]    1.081108e+01 2.960308e-03  0.230049344  1.041469e+01
y_rep[1047]    1.069238e+01 3.129378e-03  0.236998577  1.028374e+01
y_rep[1048]    1.067525e+01 2.969304e-03  0.218045026  1.029944e+01
y_rep[1049]    1.058385e+01 2.727401e-03  0.216031346  1.018559e+01
y_rep[1050]    1.058436e+01 2.682638e-03  0.206934823  1.017417e+01
y_rep[1051]    1.081697e+01 2.926445e-03  0.224950642  1.042759e+01
y_rep[1052]    1.057824e+01 3.155648e-03  0.244916152  1.019019e+01
y_rep[1053]    1.022771e+01 2.764133e-03  0.216321462  9.827041e+00
y_rep[1054]    1.016108e+01 3.419846e-03  0.269373271  9.745918e+00
y_rep[1055]    1.012330e+01 2.708837e-03  0.205865749  9.713284e+00
y_rep[1056]    9.875016e+00 3.077378e-03  0.227254609  9.450626e+00
y_rep[1057]    1.007099e+01 2.666450e-03  0.204204864  9.673808e+00
y_rep[1058]    1.005449e+01 2.937516e-03  0.222981005  9.683995e+00
y_rep[1059]    9.729354e+00 2.882805e-03  0.219640363  9.335441e+00
y_rep[1060]    9.401640e+00 2.712452e-03  0.208955517  9.006835e+00
y_rep[1061]    8.774371e+00 2.716699e-03  0.205827134  8.388325e+00
y_rep[1062]    8.614377e+00 3.489483e-03  0.262283252  8.232508e+00
y_rep[1063]    8.892384e+00 2.837514e-03  0.217026646  8.485267e+00
y_rep[1064]    9.218340e+00 3.499193e-03  0.272716033  8.836249e+00
y_rep[1065]    9.182505e+00 2.674713e-03  0.206748673  8.794140e+00
y_rep[1066]    8.730202e+00 2.997054e-03  0.234206847  8.331504e+00
y_rep[1067]    8.708744e+00 3.676040e-03  0.283582364  8.336029e+00
y_rep[1068]    9.451428e+00 2.970696e-03  0.231287227  9.063318e+00
y_rep[1069]    9.437171e+00 2.735466e-03  0.211510679  9.057151e+00
y_rep[1070]    9.528085e+00 2.705408e-03  0.210388829  9.127403e+00
y_rep[1071]    9.429369e+00 2.795849e-03  0.218260301  9.042752e+00
y_rep[1072]    8.971966e+00 2.781390e-03  0.204796986  8.583873e+00
y_rep[1073]    8.778327e+00 2.869973e-03  0.222429939  8.397893e+00
y_rep[1074]    8.964038e+00 3.102512e-03  0.236212382  8.544664e+00
y_rep[1075]    9.086066e+00 2.880606e-03  0.224649502  8.701048e+00
y_rep[1076]    9.465568e+00 3.118674e-03  0.240023359  9.050459e+00
y_rep[1077]    9.322671e+00 2.816307e-03  0.212611314  8.917084e+00
y_rep[1078]    9.067179e+00 2.823992e-03  0.225180573  8.672039e+00
y_rep[1079]    8.979514e+00 3.561821e-03  0.274540868  8.583549e+00
y_rep[1080]    8.639797e+00 2.726978e-03  0.216053503  8.245259e+00
y_rep[1081]    8.879533e+00 3.227977e-03  0.249975416  8.488092e+00
y_rep[1082]    8.873696e+00 2.694373e-03  0.209153690  8.492910e+00
y_rep[1083]    9.106028e+00 2.833169e-03  0.213278099  8.715521e+00
y_rep[1084]    9.115243e+00 3.015406e-03  0.237831585  8.729963e+00
y_rep[1085]    8.925112e+00 2.864754e-03  0.225439397  8.497609e+00
y_rep[1086]    8.851441e+00 2.797272e-03  0.217360163  8.448546e+00
y_rep[1087]    8.681186e+00 3.024122e-03  0.234618030  8.294439e+00
y_rep[1088]    8.557885e+00 3.331703e-03  0.254698946  8.166507e+00
y_rep[1089]    8.682682e+00 2.765554e-03  0.216090905  8.271071e+00
y_rep[1090]    8.472184e+00 2.787504e-03  0.213803069  8.083823e+00
y_rep[1091]    8.056635e+00 2.624055e-03  0.202640738  7.682685e+00
y_rep[1092]    7.773587e+00 2.981984e-03  0.222790291  7.398020e+00
y_rep[1093]    7.854061e+00 2.746121e-03  0.210109943  7.422856e+00
y_rep[1094]    7.793489e+00 2.795468e-03  0.213039956  7.412845e+00
y_rep[1095]    8.854699e+00 3.136457e-03  0.232855522  8.471536e+00
y_rep[1096]    8.994781e+00 2.836432e-03  0.223485391  8.596545e+00
y_rep[1097]    9.040971e+00 3.244259e-03  0.252866141  8.642921e+00
y_rep[1098]    8.899775e+00 2.819284e-03  0.220130931  8.507375e+00
y_rep[1099]    8.877581e+00 2.787828e-03  0.215023143  8.491754e+00
y_rep[1100]    8.767196e+00 2.712529e-03  0.209159752  8.373261e+00
y_rep[1101]    8.807842e+00 2.813352e-03  0.216581712  8.420591e+00
y_rep[1102]    8.758424e+00 2.796454e-03  0.218243891  8.358716e+00
y_rep[1103]    8.553765e+00 2.855181e-03  0.211092195  8.181083e+00
y_rep[1104]    8.566840e+00 2.873987e-03  0.227417711  8.145166e+00
y_rep[1105]    8.586493e+00 2.782314e-03  0.215867635  8.180699e+00
y_rep[1106]    8.406723e+00 2.706693e-03  0.207443399  8.012977e+00
y_rep[1107]    8.561557e+00 3.105856e-03  0.239704813  8.155212e+00
y_rep[1108]    8.400626e+00 3.309024e-03  0.249048833  7.978402e+00
y_rep[1109]    8.617194e+00 2.674446e-03  0.212553810  8.221898e+00
y_rep[1110]    9.001912e+00 2.765489e-03  0.209391083  8.620518e+00
y_rep[1111]    8.996204e+00 3.798281e-03  0.290680951  8.605397e+00
y_rep[1112]    8.769986e+00 2.977654e-03  0.229430967  8.382901e+00
y_rep[1113]    8.907649e+00 2.875565e-03  0.209625429  8.510434e+00
y_rep[1114]    8.822710e+00 2.959616e-03  0.226808813  8.430216e+00
y_rep[1115]    8.700379e+00 2.892671e-03  0.211985045  8.296946e+00
y_rep[1116]    8.910227e+00 3.222906e-03  0.242514284  8.527249e+00
y_rep[1117]    9.352376e+00 2.851068e-03  0.217922780  8.952393e+00
y_rep[1118]    8.557848e+00 2.755795e-03  0.214272458  8.159839e+00
y_rep[1119]    8.652383e+00 2.835106e-03  0.216257427  8.259746e+00
y_rep[1120]    8.447304e+00 2.982834e-03  0.217395537  8.070948e+00
y_rep[1121]    8.285215e+00 3.564818e-03  0.256003407  7.863216e+00
y_rep[1122]    8.679567e+00 2.996816e-03  0.227627838  8.284952e+00
y_rep[1123]    8.651852e+00 2.882235e-03  0.222228795  8.243963e+00
y_rep[1124]    8.528432e+00 2.686819e-03  0.206605569  8.145315e+00
y_rep[1125]    9.313382e+00 2.795842e-03  0.218867902  8.914668e+00
y_rep[1126]    9.279403e+00 2.680235e-03  0.203802586  8.880537e+00
y_rep[1127]    9.404304e+00 2.847441e-03  0.216588905  9.006103e+00
y_rep[1128]    9.352597e+00 2.882524e-03  0.217828372  8.944073e+00
y_rep[1129]    9.474966e+00 2.956435e-03  0.220837315  9.081993e+00
y_rep[1130]    9.488221e+00 2.918060e-03  0.225951716  9.102046e+00
y_rep[1131]    9.582119e+00 3.168707e-03  0.232822054  9.180810e+00
y_rep[1132]    9.405744e+00 2.842742e-03  0.225846586  9.008909e+00
y_rep[1133]    9.042996e+00 2.925849e-03  0.223583970  8.676608e+00
y_rep[1134]    9.084180e+00 3.894830e-03  0.299760972  8.686969e+00
y_rep[1135]    9.440142e+00 3.290848e-03  0.250253570  9.023295e+00
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log_lik[1292]  8.154373e-01 6.393986e-04  0.045516015  7.230530e-01
log_lik[1293]  3.393818e-01 1.027819e-03  0.070109879  2.006177e-01
log_lik[1294]  1.026639e+00 7.810992e-04  0.051967852  9.170669e-01
log_lik[1295]  6.489389e-01 6.690080e-04  0.049822841  5.478321e-01
log_lik[1296]  1.139915e+00 4.355629e-04  0.029838663  1.081169e+00
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log_lik[1298]  4.675216e-01 9.314376e-04  0.065413793  3.348009e-01
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log_lik[1301]  6.747544e-01 7.188578e-04  0.053479088  5.685105e-01
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log_lik[1303]  9.505805e-01 5.302971e-04  0.039818157  8.704721e-01
log_lik[1304]  1.109108e+00 4.545489e-04  0.031693770  1.046777e+00
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log_lik[1306]  1.049369e+00 8.284164e-04  0.057485391  9.258591e-01
log_lik[1307]  1.091106e+00 5.864427e-04  0.039206188  1.009113e+00
log_lik[1308]  8.913589e-01 7.510358e-04  0.053497289  7.831680e-01
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log_lik[1310]  7.470373e-01 8.895383e-04  0.065365063  6.145155e-01
log_lik[1311]  1.123641e+00 5.348165e-04  0.035868366  1.046315e+00
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log_lik[1313]  5.966652e-01 7.827959e-04  0.056351845  4.838454e-01
log_lik[1314]  6.375689e-01 1.325084e-03  0.084884094  4.664682e-01
log_lik[1315]  9.611203e-01 5.213908e-04  0.039214082  8.842265e-01
log_lik[1316]  6.219558e-01 7.746518e-04  0.055599700  5.107359e-01
log_lik[1317]  1.109579e+00 5.370201e-04  0.037917919  1.029610e+00
log_lik[1318]  9.464449e-01 5.330480e-04  0.039307431  8.688371e-01
log_lik[1319]  2.338895e-01 7.710639e-04  0.054105606  1.279731e-01
log_lik[1320] -4.933292e-02 1.011908e-03  0.069753127 -1.873756e-01
log_lik[1321]  5.310187e-01 6.566447e-04  0.046564884  4.394969e-01
log_lik[1322]  1.133937e+00 4.282416e-04  0.029788450  1.074958e+00
log_lik[1323]  6.263866e-01 5.503641e-04  0.040803145  5.449413e-01
log_lik[1324]  4.308593e-01 7.042972e-04  0.049676018  3.326239e-01
log_lik[1325]  8.763403e-02 7.801480e-04  0.053574869 -1.763978e-02
log_lik[1326]  1.121225e+00 4.245870e-04  0.030049445  1.062370e+00
log_lik[1327]  9.617239e-01 4.265133e-04  0.032225346  8.984282e-01
log_lik[1328]  3.959688e-01 1.004055e-03  0.067745243  2.619700e-01
log_lik[1329]  9.784648e-01 4.430443e-04  0.033107404  9.130929e-01
log_lik[1330]  7.799743e-01 5.970746e-04  0.043304123  6.913228e-01
log_lik[1331]  8.978284e-01 6.417116e-04  0.043605194  8.101536e-01
log_lik[1332]  1.084287e+00 5.111886e-04  0.034341298  1.015217e+00
log_lik[1333]  1.140417e+00 4.349082e-04  0.029801453  1.081611e+00
log_lik[1334]  1.006642e+00 5.695248e-04  0.039538573  9.272813e-01
log_lik[1335] -1.641023e+00 8.414121e-04  0.066038551 -1.770381e+00
log_lik[1336]  1.020487e+00 7.093291e-04  0.047012403  9.249262e-01
log_lik[1337]  2.835552e-01 9.333111e-04  0.063107559  1.590463e-01
log_lik[1338]  1.134261e+00 4.388627e-04  0.030241628  1.075016e+00
log_lik[1339]  6.864118e-01 7.256792e-04  0.052393905  5.813829e-01
log_lik[1340]  1.121269e+00 4.521701e-04  0.031088507  1.060220e+00
log_lik[1341]  3.350148e-01 7.832464e-04  0.054725874  2.271395e-01
log_lik[1342]  8.323969e-01 1.521733e-03  0.102811859  6.133752e-01
log_lik[1343]  7.841834e-01 9.106282e-04  0.058505352  6.650468e-01
log_lik[1344]  8.928360e-01 7.346307e-04  0.051535715  7.884772e-01
log_lik[1345]  1.115110e+00 4.280730e-04  0.029773946  1.056501e+00
log_lik[1346]  7.881111e-01 6.228679e-04  0.043725837  6.994423e-01
log_lik[1347]  7.857171e-01 5.477663e-04  0.039027641  7.087142e-01
log_lik[1348]  7.857391e-01 4.979174e-04  0.038283496  7.094952e-01
log_lik[1349]  1.889992e-01 9.231113e-04  0.063248764  6.322593e-02
log_lik[1350]  1.125838e+00 4.319665e-04  0.029835784  1.066527e+00
log_lik[1351]  1.104559e+00 4.188217e-04  0.029715083  1.046372e+00
log_lik[1352]  1.140361e+00 4.346359e-04  0.029819403  1.081571e+00
log_lik[1353]  1.112136e+00 4.344455e-04  0.030953109  1.051151e+00
log_lik[1354]  1.036188e+00 4.216976e-04  0.031012538  9.749704e-01
log_lik[1355]  1.026386e+00 6.532339e-04  0.042435952  9.413487e-01
log_lik[1356]  1.139758e+00 4.322191e-04  0.029790133  1.081258e+00
log_lik[1357]  6.493461e-01 6.420985e-04  0.045335181  5.576802e-01
log_lik[1358] -1.282561e+00 8.081603e-04  0.061548614 -1.403804e+00
log_lik[1359]  8.414563e-01 6.440585e-04  0.045525671  7.481300e-01
log_lik[1360]  1.992530e-01 8.507202e-04  0.059120596  8.070390e-02
log_lik[1361] -5.185564e-01 8.839799e-04  0.063609481 -6.439658e-01
log_lik[1362]  5.763951e-01 7.813152e-04  0.057735915  4.606905e-01
log_lik[1363]  9.569864e-01 5.652756e-04  0.040719905  8.747265e-01
log_lik[1364]  7.288657e-01 8.458986e-04  0.061352981  6.047358e-01
log_lik[1365] -1.873057e+00 8.685545e-04  0.068607443 -2.008456e+00
log_lik[1366]  1.139322e+00 4.344318e-04  0.029892602  1.080570e+00
log_lik[1367]  9.426959e-01 6.483822e-04  0.046509059  8.479447e-01
log_lik[1368]  9.502886e-01 5.404243e-04  0.040730665  8.684167e-01
log_lik[1369]  1.091959e+00 4.667448e-04  0.032810907  1.027740e+00
log_lik[1370]  7.625296e-01 9.128876e-04  0.065106357  6.310150e-01
log_lik[1371] -4.828004e-01 1.091481e-03  0.078958136 -6.366235e-01
log_lik[1372]  9.874925e-01 6.037231e-04  0.043566555  8.981913e-01
log_lik[1373] -1.943109e-01 1.167399e-03  0.077307985 -3.468906e-01
log_lik[1374]  1.130015e+00 4.346411e-04  0.030497628  1.070184e+00
log_lik[1375]  7.397885e-01 6.458591e-04  0.048619333  6.437468e-01
log_lik[1376]  7.817198e-01 6.981781e-04  0.052235934  6.755032e-01
log_lik[1377]  9.648197e-01 5.290599e-04  0.040021345  8.864150e-01
log_lik[1378]  7.748210e-01 7.140034e-04  0.052274162  6.694737e-01
log_lik[1379]  1.137757e+00 4.339134e-04  0.030006988  1.078203e+00
log_lik[1380]  9.455452e-01 7.374532e-04  0.052823550  8.368093e-01
log_lik[1381]  4.656686e-01 9.962997e-04  0.069836213  3.262994e-01
log_lik[1382]  1.827118e-01 8.977405e-04  0.064074817  5.450461e-02
log_lik[1383]  8.735432e-01 8.587114e-04  0.056663859  7.575333e-01
log_lik[1384]  1.134891e+00 4.314538e-04  0.030066188  1.075614e+00
log_lik[1385]  1.064587e+00 5.629936e-04  0.038340035  9.871844e-01
log_lik[1386]  4.062245e-01 7.534945e-04  0.055690018  2.969942e-01
log_lik[1387]  1.011742e+00 4.997283e-04  0.036623434  9.389417e-01
log_lik[1388]  1.083297e+00 4.670205e-04  0.033216857  1.016745e+00
log_lik[1389]  1.006456e+00 6.545855e-04  0.045324699  9.135999e-01
log_lik[1390]  1.124301e+00 4.419705e-04  0.030897001  1.063083e+00
log_lik[1391]  1.116660e+00 4.564064e-04  0.031474344  1.055102e+00
log_lik[1392]  1.114679e+00 4.382256e-04  0.031076676  1.053243e+00
log_lik[1393]  1.133574e+00 4.479871e-04  0.030541705  1.073909e+00
log_lik[1394]  5.168009e-01 8.699208e-04  0.062214871  3.905141e-01
log_lik[1395]  7.792436e-01 6.807771e-04  0.049666054  6.809389e-01
log_lik[1396] -2.007989e-01 1.289481e-03  0.085700294 -3.720555e-01
log_lik[1397] -1.003401e-01 1.040737e-03  0.072258005 -2.427415e-01
log_lik[1398] -4.694939e-01 9.457166e-04  0.067643985 -6.009572e-01
log_lik[1399] -1.824804e+00 1.486498e-03  0.101461052 -2.021358e+00
log_lik[1400]  7.305721e-01 7.434700e-04  0.053663526  6.227565e-01
log_lik[1401] -9.232982e-01 1.087716e-03  0.075199170 -1.070862e+00
log_lik[1402]  9.557735e-01 6.967997e-04  0.047036872  8.609889e-01
log_lik[1403] -1.997505e-01 8.222981e-04  0.056935518 -3.090264e-01
log_lik[1404]  8.185274e-01 5.902164e-04  0.043916730  7.304453e-01
log_lik[1405]  1.125569e+00 4.571035e-04  0.030868798  1.065359e+00
log_lik[1406]  9.747930e-01 6.041881e-04  0.041459860  8.927457e-01
log_lik[1407]  8.434079e-01 5.371255e-04  0.040855306  7.611953e-01
log_lik[1408]  1.139016e+00 4.320881e-04  0.029858496  1.080354e+00
log_lik[1409]  1.074094e+00 4.953321e-04  0.035296203  1.003996e+00
log_lik[1410] -1.836070e+00 9.408406e-04  0.073174427 -1.980554e+00
log_lik[1411]  1.137641e+00 4.450176e-04  0.030298029  1.077985e+00
log_lik[1412] -1.021387e-01 1.150532e-03  0.075138336 -2.511255e-01
log_lik[1413] -1.096243e+00 7.939850e-04  0.059228040 -1.212969e+00
log_lik[1414]  6.062899e-02 2.613951e-03  0.165176722 -2.673091e-01
log_lik[1415] -3.569244e+00 1.692204e-03  0.122990300 -3.820710e+00
log_lik[1416] -7.214480e-01 1.065044e-03  0.072813192 -8.618387e-01
log_lik[1417] -3.143612e-01 8.564982e-04  0.059888641 -4.328218e-01
log_lik[1418]  8.424134e-01 1.075375e-03  0.070139023  7.000958e-01
log_lik[1419] -2.420341e+00 1.613931e-03  0.114313840 -2.643602e+00
log_lik[1420]  1.107759e+00 6.168046e-04  0.040597743  1.021388e+00
log_lik[1421] -5.331200e-01 9.016967e-04  0.065519943 -6.630121e-01
log_lik[1422]  6.005800e-01 1.048473e-03  0.070073862  4.600646e-01
log_lik[1423] -8.051433e-01 1.222176e-03  0.084909868 -9.675131e-01
log_lik[1424] -6.618066e+00 3.546518e-03  0.254208717 -7.142168e+00
log_lik[1425] -3.970045e+00 2.412880e-03  0.168400367 -4.316891e+00
log_lik[1426] -2.993121e-01 1.532637e-03  0.105233368 -5.038367e-01
log_lik[1427]  7.722652e-01 3.412710e-03  0.212055048  3.129470e-01
log_lik[1428] -9.965736e-01 3.099233e-03  0.201012627 -1.388344e+00
log_lik[1429]  7.533287e-01 1.304856e-03  0.090242703  5.679241e-01
log_lik[1430]  7.096471e-01 9.124675e-04  0.070553248  5.649083e-01
log_lik[1431] -1.513668e-01 2.147604e-03  0.147087525 -4.424081e-01
log_lik[1432]  6.368404e-01 2.428176e-03  0.165766737  2.980436e-01
log_lik[1433] -2.504329e+00 2.034195e-03  0.139763624 -2.781233e+00
log_lik[1434]  1.055252e+00 6.189445e-04  0.045333467  9.607964e-01
log_lik[1435]  2.945592e-01 1.548409e-03  0.109310592  7.387021e-02
log_lik[1436]  8.888927e-01 1.240133e-03  0.086722614  7.035299e-01
log_lik[1437]  1.066954e+00 6.068394e-04  0.043735330  9.741893e-01
log_lik[1438] -5.014681e-01 2.435457e-03  0.156846435 -8.005971e-01
log_lik[1439] -1.157730e-01 1.488477e-03  0.104965779 -3.225446e-01
log_lik[1440]  4.755819e-01 1.075292e-03  0.081236563  3.096455e-01
log_lik[1441]  9.235809e-01 9.438641e-04  0.066164004  7.832107e-01
log_lik[1442]  1.087154e+00 7.674453e-04  0.051255505  9.736063e-01
log_lik[1443]  6.605500e-01 1.093803e-03  0.077258000  5.026401e-01
log_lik[1444]  2.318004e-01 1.999941e-03  0.133350159 -4.021200e-02
log_lik[1445] -5.522751e-01 1.839650e-03  0.122954446 -7.934508e-01
log_lik[1446]  9.887987e-01 8.961389e-04  0.061317358  8.557962e-01
log_lik[1447] -6.854152e-02 2.663391e-03  0.173551644 -4.104804e-01
log_lik[1448]  6.067916e-01 8.913320e-04  0.062030727  4.802599e-01
log_lik[1449] -6.884898e-01 9.422688e-04  0.066761306 -8.190968e-01
log_lik[1450] -5.639020e+00 2.706059e-03  0.199703682 -6.041332e+00
log_lik[1451]  8.205844e-01 2.355488e-03  0.158780882  4.742913e-01
log_lik[1452]  1.033952e+00 8.600179e-04  0.059620683  9.056676e-01
log_lik[1453]  9.153517e-02 9.062303e-04  0.066417042 -3.971434e-02
log_lik[1454]  4.041107e-01 1.383166e-03  0.095789108  2.058186e-01
log_lik[1455] -1.075592e+00 2.036673e-03  0.138140786 -1.344573e+00
log_lik[1456]  1.071371e+00 6.515732e-04  0.044338345  9.803647e-01
log_lik[1457]  3.955377e-01 1.955729e-03  0.127478616  1.438366e-01
log_lik[1458]  3.815251e-01 1.012452e-03  0.074250735  2.312147e-01
log_lik[1459]  7.547790e-01 1.541703e-03  0.100557463  5.503884e-01
log_lik[1460] -4.167947e+00 1.652385e-03  0.130988366 -4.432945e+00
y_hat          1.230724e+01 3.042153e-03  0.238518157  1.189855e+01
lp__           1.326123e+03 4.174674e-02  2.104761232  1.321179e+03
                        25%           50%           75%         97.5%
alpha          1.230282e+01  1.230542e+01  1.230820e+01  1.231301e+01
beta[1]        5.597448e-01  6.275213e-01  6.937871e-01  8.234383e-01
beta[2]        5.844954e-01  6.579896e-01  7.308023e-01  8.728542e-01
beta[3]        1.826444e+00  1.904345e+00  1.988532e+00  2.145509e+00
beta_mu[1]    -1.078894e+01  4.353180e-01  1.149455e+01  3.219091e+01
beta_mu[2]    -1.077728e+01  6.511538e-01  1.146023e+01  3.254307e+01
beta_mu[3]    -9.656359e+00  1.647206e+00  1.260635e+01  3.481092e+01
sigma          1.136628e-01  1.162396e-01  1.188984e-01  1.242443e-01
nu             2.563694e+00  2.695798e+00  2.838766e+00  3.141810e+00
mu[1]          1.651294e+01  1.651822e+01  1.652352e+01  1.653352e+01
mu[2]          1.685055e+01  1.685642e+01  1.686193e+01  1.687306e+01
mu[3]          1.640622e+01  1.641269e+01  1.641919e+01  1.643198e+01
mu[4]          1.709288e+01  1.709905e+01  1.710512e+01  1.711632e+01
mu[5]          1.714034e+01  1.715306e+01  1.716567e+01  1.718842e+01
mu[6]          1.768768e+01  1.769496e+01  1.770232e+01  1.771619e+01
mu[7]          1.734194e+01  1.735255e+01  1.736312e+01  1.738377e+01
mu[8]          1.762182e+01  1.763629e+01  1.765147e+01  1.767859e+01
mu[9]          1.734699e+01  1.735288e+01  1.735877e+01  1.737016e+01
mu[10]         1.779873e+01  1.780526e+01  1.781172e+01  1.782375e+01
mu[11]         1.800879e+01  1.801529e+01  1.802184e+01  1.803363e+01
mu[12]         1.914049e+01  1.914861e+01  1.915641e+01  1.917085e+01
mu[13]         1.895018e+01  1.895724e+01  1.896406e+01  1.897743e+01
mu[14]         1.842401e+01  1.843087e+01  1.843776e+01  1.845060e+01
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mu[1013]       1.038382e+01  1.038674e+01  1.038970e+01  1.039511e+01
mu[1014]       1.042595e+01  1.042914e+01  1.043239e+01  1.043835e+01
mu[1015]       1.034836e+01  1.035126e+01  1.035421e+01  1.035965e+01
mu[1016]       1.026563e+01  1.026914e+01  1.027268e+01  1.027943e+01
mu[1017]       1.019774e+01  1.020073e+01  1.020391e+01  1.020970e+01
mu[1018]       1.026640e+01  1.027436e+01  1.028240e+01  1.029643e+01
mu[1019]       1.052578e+01  1.053645e+01  1.054691e+01  1.056642e+01
mu[1020]       1.078263e+01  1.078764e+01  1.079274e+01  1.080212e+01
mu[1021]       1.109055e+01  1.109415e+01  1.109758e+01  1.110396e+01
mu[1022]       1.107085e+01  1.107425e+01  1.107765e+01  1.108422e+01
mu[1023]       1.072142e+01  1.072499e+01  1.072842e+01  1.073498e+01
mu[1024]       1.079127e+01  1.079462e+01  1.079808e+01  1.080442e+01
mu[1025]       1.130198e+01  1.130580e+01  1.130964e+01  1.131678e+01
mu[1026]       1.069183e+01  1.070005e+01  1.070860e+01  1.072420e+01
mu[1027]       1.070026e+01  1.070339e+01  1.070668e+01  1.071304e+01
mu[1028]       1.051827e+01  1.052287e+01  1.052756e+01  1.053610e+01
mu[1029]       1.066532e+01  1.067077e+01  1.067613e+01  1.068615e+01
mu[1030]       1.056885e+01  1.057327e+01  1.057775e+01  1.058586e+01
mu[1031]       1.047821e+01  1.048155e+01  1.048482e+01  1.049075e+01
mu[1032]       1.057320e+01  1.057675e+01  1.058028e+01  1.058670e+01
mu[1033]       1.069379e+01  1.069848e+01  1.070304e+01  1.071159e+01
mu[1034]       1.076797e+01  1.077085e+01  1.077375e+01  1.077905e+01
mu[1035]       1.071524e+01  1.071907e+01  1.072276e+01  1.072949e+01
mu[1036]       1.064928e+01  1.065220e+01  1.065504e+01  1.066037e+01
mu[1037]       1.085764e+01  1.086084e+01  1.086395e+01  1.086973e+01
mu[1038]       1.128387e+01  1.129031e+01  1.129670e+01  1.130884e+01
mu[1039]       1.146411e+01  1.146749e+01  1.147087e+01  1.147753e+01
mu[1040]       1.145031e+01  1.145393e+01  1.145757e+01  1.146401e+01
mu[1041]       1.131762e+01  1.132096e+01  1.132424e+01  1.133014e+01
mu[1042]       1.092378e+01  1.092808e+01  1.093235e+01  1.094055e+01
mu[1043]       1.088409e+01  1.088722e+01  1.089022e+01  1.089577e+01
mu[1044]       1.073235e+01  1.073644e+01  1.074026e+01  1.074792e+01
mu[1045]       1.096272e+01  1.096936e+01  1.097618e+01  1.098825e+01
mu[1046]       1.080499e+01  1.080808e+01  1.081119e+01  1.081665e+01
mu[1047]       1.068778e+01  1.069268e+01  1.069750e+01  1.070631e+01
mu[1048]       1.067074e+01  1.067405e+01  1.067738e+01  1.068351e+01
mu[1049]       1.058533e+01  1.058869e+01  1.059205e+01  1.059829e+01
mu[1050]       1.058255e+01  1.058595e+01  1.058917e+01  1.059523e+01
mu[1051]       1.080128e+01  1.080497e+01  1.080868e+01  1.081553e+01
mu[1052]       1.057266e+01  1.057569e+01  1.057878e+01  1.058459e+01
mu[1053]       1.022126e+01  1.022485e+01  1.022840e+01  1.023511e+01
mu[1054]       1.015741e+01  1.016176e+01  1.016628e+01  1.017438e+01
mu[1055]       1.012318e+01  1.012651e+01  1.012985e+01  1.013620e+01
mu[1056]       9.863828e+00  9.869172e+00  9.874392e+00  9.884186e+00
mu[1057]       1.006714e+01  1.007202e+01  1.007664e+01  1.008550e+01
mu[1058]       1.004629e+01  1.004943e+01  1.005265e+01  1.005853e+01
mu[1059]       9.727403e+00  9.730888e+00  9.734249e+00  9.740768e+00
mu[1060]       9.401709e+00  9.406345e+00  9.410931e+00  9.419383e+00
mu[1061]       8.770309e+00  8.774985e+00  8.779308e+00  8.787939e+00
mu[1062]       8.611149e+00  8.616806e+00  8.622412e+00  8.632649e+00
mu[1063]       8.892259e+00  8.896057e+00  8.899835e+00  8.907133e+00
mu[1064]       9.211826e+00  9.217758e+00  9.223495e+00  9.233857e+00
mu[1065]       9.180257e+00  9.183813e+00  9.187526e+00  9.194631e+00
mu[1066]       8.729496e+00  8.733215e+00  8.737114e+00  8.744414e+00
mu[1067]       8.706212e+00  8.709818e+00  8.713706e+00  8.720724e+00
mu[1068]       9.443046e+00  9.453432e+00  9.464431e+00  9.483683e+00
mu[1069]       9.437028e+00  9.440324e+00  9.443755e+00  9.450227e+00
mu[1070]       9.524224e+00  9.528413e+00  9.532667e+00  9.540784e+00
mu[1071]       9.417089e+00  9.421280e+00  9.425545e+00  9.433408e+00
mu[1072]       8.962705e+00  8.967651e+00  8.972200e+00  8.981111e+00
mu[1073]       8.778092e+00  8.781555e+00  8.785215e+00  8.792213e+00
mu[1074]       8.961670e+00  8.965365e+00  8.969109e+00  8.976375e+00
mu[1075]       9.081122e+00  9.086540e+00  9.091919e+00  9.101883e+00
mu[1076]       9.461648e+00  9.467109e+00  9.472719e+00  9.482571e+00
mu[1077]       9.322878e+00  9.326681e+00  9.330523e+00  9.337541e+00
mu[1078]       9.055489e+00  9.059726e+00  9.063837e+00  9.071627e+00
mu[1079]       8.973947e+00  8.978489e+00  8.983118e+00  8.991404e+00
mu[1080]       8.632702e+00  8.637926e+00  8.643019e+00  8.652563e+00
mu[1081]       8.877175e+00  8.880600e+00  8.884251e+00  8.891123e+00
mu[1082]       8.868543e+00  8.872154e+00  8.875874e+00  8.883023e+00
mu[1083]       9.097767e+00  9.104099e+00  9.110272e+00  9.121245e+00
mu[1084]       9.109403e+00  9.113175e+00  9.116871e+00  9.123953e+00
mu[1085]       8.924030e+00  8.927812e+00  8.931673e+00  8.939137e+00
mu[1086]       8.845382e+00  8.850421e+00  8.855175e+00  8.864985e+00
mu[1087]       8.675379e+00  8.679149e+00  8.683089e+00  8.690320e+00
mu[1088]       8.556554e+00  8.561207e+00  8.565860e+00  8.574436e+00
mu[1089]       8.677605e+00  8.682369e+00  8.687243e+00  8.696554e+00
mu[1090]       8.469211e+00  8.473207e+00  8.477347e+00  8.484977e+00
mu[1091]       8.049840e+00  8.057208e+00  8.064248e+00  8.077356e+00
mu[1092]       7.771562e+00  7.777372e+00  7.783188e+00  7.794296e+00
mu[1093]       7.848112e+00  7.852808e+00  7.857421e+00  7.866057e+00
mu[1094]       7.786596e+00  7.790808e+00  7.795247e+00  7.803531e+00
mu[1095]       8.846646e+00  8.855050e+00  8.863505e+00  8.878802e+00
mu[1096]       8.991008e+00  8.995865e+00  9.000622e+00  9.009563e+00
mu[1097]       9.019089e+00  9.036494e+00  9.053571e+00  9.086298e+00
mu[1098]       8.892442e+00  8.896752e+00  8.900953e+00  8.908994e+00
mu[1099]       8.871991e+00  8.875867e+00  8.879723e+00  8.887076e+00
mu[1100]       8.757999e+00  8.762763e+00  8.767653e+00  8.776402e+00
mu[1101]       8.804474e+00  8.808532e+00  8.812704e+00  8.820203e+00
mu[1102]       8.754709e+00  8.760493e+00  8.766275e+00  8.776893e+00
mu[1103]       8.549423e+00  8.553868e+00  8.558135e+00  8.566325e+00
mu[1104]       8.560928e+00  8.566348e+00  8.571685e+00  8.581636e+00
mu[1105]       8.586672e+00  8.591152e+00  8.595792e+00  8.604167e+00
mu[1106]       8.401400e+00  8.405289e+00  8.409349e+00  8.416996e+00
mu[1107]       8.555280e+00  8.560702e+00  8.566402e+00  8.576801e+00
mu[1108]       8.390079e+00  8.393900e+00  8.397926e+00  8.405516e+00
mu[1109]       8.614795e+00  8.618553e+00  8.622474e+00  8.629525e+00
mu[1110]       8.995594e+00  8.999539e+00  9.003433e+00  9.011188e+00
mu[1111]       8.987827e+00  8.991722e+00  8.995578e+00  9.002746e+00
mu[1112]       8.767942e+00  8.772052e+00  8.776233e+00  8.783721e+00
mu[1113]       8.901030e+00  8.904966e+00  8.908833e+00  8.916048e+00
mu[1114]       8.816052e+00  8.821218e+00  8.826547e+00  8.836366e+00
mu[1115]       8.695515e+00  8.699599e+00  8.703775e+00  8.711380e+00
mu[1116]       8.905756e+00  8.910000e+00  8.914424e+00  8.922406e+00
mu[1117]       9.348299e+00  9.353259e+00  9.358385e+00  9.367825e+00
mu[1118]       8.549029e+00  8.559499e+00  8.569577e+00  8.589313e+00
mu[1119]       8.642250e+00  8.650519e+00  8.659275e+00  8.674531e+00
mu[1120]       8.437955e+00  8.441773e+00  8.445794e+00  8.453085e+00
mu[1121]       8.283868e+00  8.289778e+00  8.295431e+00  8.305874e+00
mu[1122]       8.676920e+00  8.681112e+00  8.685342e+00  8.693064e+00
mu[1123]       8.648347e+00  8.652445e+00  8.656358e+00  8.663914e+00
mu[1124]       8.527465e+00  8.531477e+00  8.535612e+00  8.543286e+00
mu[1125]       9.306811e+00  9.312525e+00  9.318207e+00  9.328631e+00
mu[1126]       9.279413e+00  9.285166e+00  9.290858e+00  9.301036e+00
mu[1127]       9.398552e+00  9.403910e+00  9.409064e+00  9.418415e+00
mu[1128]       9.349459e+00  9.353283e+00  9.357051e+00  9.364233e+00
mu[1129]       9.471478e+00  9.474718e+00  9.478093e+00  9.484400e+00
mu[1130]       9.483323e+00  9.486982e+00  9.490651e+00  9.497256e+00
mu[1131]       9.576261e+00  9.580861e+00  9.585341e+00  9.593834e+00
mu[1132]       9.402836e+00  9.406313e+00  9.409748e+00  9.416357e+00
mu[1133]       9.032952e+00  9.038897e+00  9.044340e+00  9.054594e+00
mu[1134]       9.080188e+00  9.083999e+00  9.087933e+00  9.095238e+00
mu[1135]       9.439982e+00  9.444198e+00  9.448422e+00  9.456036e+00
mu[1136]       9.482405e+00  9.485948e+00  9.489500e+00  9.495966e+00
mu[1137]       9.584452e+00  9.588270e+00  9.592179e+00  9.599378e+00
mu[1138]       9.535746e+00  9.539143e+00  9.542621e+00  9.548839e+00
mu[1139]       9.498562e+00  9.502061e+00  9.505612e+00  9.512130e+00
mu[1140]       9.359515e+00  9.364018e+00  9.368379e+00  9.376571e+00
mu[1141]       9.303652e+00  9.308173e+00  9.312692e+00  9.321045e+00
mu[1142]       9.197279e+00  9.200988e+00  9.204617e+00  9.211748e+00
mu[1143]       9.243208e+00  9.249140e+00  9.254942e+00  9.265723e+00
mu[1144]       9.282974e+00  9.286745e+00  9.290591e+00  9.297775e+00
mu[1145]       9.957885e+00  9.962316e+00  9.966647e+00  9.974548e+00
mu[1146]       9.871214e+00  9.875931e+00  9.880682e+00  9.889519e+00
mu[1147]       1.041445e+01  1.041900e+01  1.042341e+01  1.043147e+01
mu[1148]       1.000005e+01  1.000409e+01  1.000806e+01  1.001602e+01
mu[1149]       1.063678e+01  1.064099e+01  1.064509e+01  1.065264e+01
mu[1150]       1.039952e+01  1.040291e+01  1.040617e+01  1.041233e+01
mu[1151]       1.037693e+01  1.038002e+01  1.038308e+01  1.038888e+01
mu[1152]       1.031517e+01  1.031810e+01  1.032105e+01  1.032652e+01
mu[1153]       1.022300e+01  1.022593e+01  1.022880e+01  1.023430e+01
mu[1154]       1.050552e+01  1.050836e+01  1.051133e+01  1.051675e+01
mu[1155]       1.198091e+01  1.199425e+01  1.200921e+01  1.203466e+01
mu[1156]       1.121584e+01  1.122208e+01  1.122863e+01  1.124087e+01
mu[1157]       1.104063e+01  1.104349e+01  1.104646e+01  1.105189e+01
mu[1158]       1.116619e+01  1.116995e+01  1.117396e+01  1.118165e+01
mu[1159]       1.104213e+01  1.104531e+01  1.104833e+01  1.105394e+01
mu[1160]       1.097889e+01  1.098207e+01  1.098513e+01  1.099082e+01
mu[1161]       1.112147e+01  1.112466e+01  1.112803e+01  1.113417e+01
mu[1162]       1.096371e+01  1.096644e+01  1.096919e+01  1.097422e+01
mu[1163]       1.090589e+01  1.090939e+01  1.091264e+01  1.091894e+01
mu[1164]       1.098505e+01  1.098947e+01  1.099362e+01  1.100199e+01
mu[1165]       1.104378e+01  1.104730e+01  1.105087e+01  1.105777e+01
mu[1166]       1.103851e+01  1.104146e+01  1.104461e+01  1.105013e+01
mu[1167]       1.120120e+01  1.120554e+01  1.121008e+01  1.121806e+01
mu[1168]       1.084874e+01  1.085146e+01  1.085422e+01  1.085928e+01
mu[1169]       1.067361e+01  1.067661e+01  1.067954e+01  1.068493e+01
mu[1170]       1.055658e+01  1.056186e+01  1.056692e+01  1.057661e+01
mu[1171]       1.036138e+01  1.036674e+01  1.037229e+01  1.038227e+01
mu[1172]       9.941487e+00  9.946169e+00  9.950759e+00  9.959431e+00
mu[1173]       1.025706e+01  1.026072e+01  1.026425e+01  1.027089e+01
mu[1174]       1.014944e+01  1.015241e+01  1.015548e+01  1.016111e+01
mu[1175]       1.012255e+01  1.012612e+01  1.012961e+01  1.013614e+01
mu[1176]       1.018713e+01  1.019079e+01  1.019445e+01  1.020140e+01
mu[1177]       9.989506e+00  9.992801e+00  9.996137e+00  1.000234e+01
mu[1178]       9.459691e+00  9.469036e+00  9.477882e+00  9.495279e+00
mu[1179]       9.621976e+00  9.626261e+00  9.630590e+00  9.638665e+00
mu[1180]       9.708091e+00  9.712266e+00  9.716190e+00  9.723772e+00
mu[1181]       9.629463e+00  9.632559e+00  9.635728e+00  9.641587e+00
mu[1182]       9.566918e+00  9.570530e+00  9.574069e+00  9.581019e+00
mu[1183]       9.489739e+00  9.493398e+00  9.496979e+00  9.504115e+00
mu[1184]       9.966513e+00  9.970726e+00  9.974647e+00  9.982138e+00
mu[1185]       1.005416e+01  1.005788e+01  1.006135e+01  1.006800e+01
mu[1186]       9.927956e+00  9.932894e+00  9.938018e+00  9.947484e+00
mu[1187]       9.710502e+00  9.713872e+00  9.717307e+00  9.723880e+00
mu[1188]       1.020885e+01  1.021337e+01  1.021778e+01  1.022575e+01
mu[1189]       1.029010e+01  1.029365e+01  1.029725e+01  1.030421e+01
mu[1190]       1.006034e+01  1.006350e+01  1.006674e+01  1.007280e+01
mu[1191]       1.019430e+01  1.019804e+01  1.020174e+01  1.020880e+01
mu[1192]       1.002257e+01  1.002594e+01  1.002944e+01  1.003611e+01
mu[1193]       1.030048e+01  1.030367e+01  1.030691e+01  1.031307e+01
mu[1194]       1.044149e+01  1.044526e+01  1.044876e+01  1.045535e+01
mu[1195]       1.021379e+01  1.021679e+01  1.021985e+01  1.022544e+01
mu[1196]       1.137275e+01  1.137880e+01  1.138476e+01  1.139564e+01
mu[1197]       1.151270e+01  1.151568e+01  1.151866e+01  1.152417e+01
mu[1198]       1.130055e+01  1.130322e+01  1.130586e+01  1.131068e+01
mu[1199]       1.138324e+01  1.138663e+01  1.139010e+01  1.139655e+01
mu[1200]       1.148464e+01  1.148740e+01  1.149028e+01  1.149572e+01
mu[1201]       1.128000e+01  1.128365e+01  1.128726e+01  1.129441e+01
mu[1202]       1.109993e+01  1.110295e+01  1.110597e+01  1.111158e+01
mu[1203]       1.121657e+01  1.122000e+01  1.122336e+01  1.122951e+01
mu[1204]       1.101908e+01  1.102208e+01  1.102499e+01  1.103031e+01
mu[1205]       1.100287e+01  1.100598e+01  1.100899e+01  1.101469e+01
mu[1206]       1.105076e+01  1.105430e+01  1.105803e+01  1.106483e+01
mu[1207]       1.090693e+01  1.090980e+01  1.091273e+01  1.091811e+01
mu[1208]       1.085952e+01  1.086228e+01  1.086494e+01  1.086998e+01
mu[1209]       1.100268e+01  1.100627e+01  1.100961e+01  1.101593e+01
mu[1210]       1.095113e+01  1.095387e+01  1.095657e+01  1.096165e+01
mu[1211]       1.053696e+01  1.054041e+01  1.054393e+01  1.055044e+01
mu[1212]       1.064064e+01  1.064599e+01  1.065127e+01  1.066093e+01
mu[1213]       1.058647e+01  1.058973e+01  1.059308e+01  1.059944e+01
mu[1214]       1.057565e+01  1.057843e+01  1.058121e+01  1.058634e+01
mu[1215]       1.108465e+01  1.109142e+01  1.109807e+01  1.111018e+01
mu[1216]       1.106033e+01  1.106445e+01  1.106845e+01  1.107625e+01
mu[1217]       1.073567e+01  1.073956e+01  1.074337e+01  1.075052e+01
mu[1218]       1.069190e+01  1.069469e+01  1.069741e+01  1.070249e+01
mu[1219]       9.827645e+00  9.836452e+00  9.844937e+00  9.861011e+00
mu[1220]       9.524815e+00  9.529781e+00  9.535093e+00  9.545037e+00
mu[1221]       1.001126e+01  1.001770e+01  1.002422e+01  1.003590e+01
mu[1222]       1.042396e+01  1.042988e+01  1.043614e+01  1.044758e+01
mu[1223]       9.819725e+00  9.823203e+00  9.826706e+00  9.833170e+00
mu[1224]       1.001527e+01  1.001863e+01  1.002200e+01  1.002827e+01
mu[1225]       9.838226e+00  9.841465e+00  9.844751e+00  9.850843e+00
mu[1226]       9.913060e+00  9.916059e+00  9.919203e+00  9.925037e+00
mu[1227]       1.023716e+01  1.024044e+01  1.024378e+01  1.025005e+01
mu[1228]       1.026617e+01  1.026914e+01  1.027217e+01  1.027769e+01
mu[1229]       1.005325e+01  1.005620e+01  1.005933e+01  1.006515e+01
mu[1230]       9.930101e+00  9.934431e+00  9.938750e+00  9.946848e+00
mu[1231]       9.732374e+00  9.736362e+00  9.740371e+00  9.747760e+00
mu[1232]       9.691481e+00  9.695135e+00  9.698694e+00  9.705488e+00
mu[1233]       9.563288e+00  9.568089e+00  9.573005e+00  9.581969e+00
mu[1234]       9.527579e+00  9.532193e+00  9.537076e+00  9.546467e+00
mu[1235]       9.433670e+00  9.438137e+00  9.442583e+00  9.451133e+00
mu[1236]       9.240881e+00  9.244304e+00  9.247779e+00  9.254420e+00
mu[1237]       9.353710e+00  9.357447e+00  9.361209e+00  9.368320e+00
mu[1238]       9.064698e+00  9.072450e+00  9.079844e+00  9.094187e+00
mu[1239]       9.292181e+00  9.298419e+00  9.304546e+00  9.316260e+00
mu[1240]       9.088102e+00  9.092678e+00  9.097314e+00  9.106214e+00
mu[1241]       9.055534e+00  9.059845e+00  9.063894e+00  9.071681e+00
mu[1242]       9.236418e+00  9.239747e+00  9.243241e+00  9.249711e+00
mu[1243]       9.274008e+00  9.277320e+00  9.280895e+00  9.287106e+00
mu[1244]       8.989075e+00  8.993192e+00  8.997283e+00  9.005232e+00
mu[1245]       8.861295e+00  8.865364e+00  8.869308e+00  8.877153e+00
mu[1246]       9.069525e+00  9.076096e+00  9.082541e+00  9.094657e+00
mu[1247]       8.962129e+00  8.966960e+00  8.971617e+00  8.980655e+00
mu[1248]       8.749731e+00  8.754567e+00  8.759361e+00  8.768120e+00
mu[1249]       8.675216e+00  8.679850e+00  8.684486e+00  8.693125e+00
mu[1250]       8.440230e+00  8.444483e+00  8.448838e+00  8.456862e+00
mu[1251]       8.277413e+00  8.281280e+00  8.285430e+00  8.293154e+00
mu[1252]       8.287419e+00  8.292394e+00  8.297482e+00  8.306666e+00
mu[1253]       8.217938e+00  8.222066e+00  8.226258e+00  8.234446e+00
mu[1254]       8.412221e+00  8.415948e+00  8.419952e+00  8.427518e+00
mu[1255]       8.246148e+00  8.251266e+00  8.256325e+00  8.266140e+00
mu[1256]       8.288921e+00  8.293881e+00  8.298791e+00  8.307735e+00
mu[1257]       9.389703e+00  9.393335e+00  9.397055e+00  9.404022e+00
mu[1258]       9.561131e+00  9.564926e+00  9.568752e+00  9.575944e+00
mu[1259]       9.366114e+00  9.369859e+00  9.373585e+00  9.380850e+00
mu[1260]       9.461825e+00  9.465338e+00  9.468834e+00  9.475225e+00
mu[1261]       9.209848e+00  9.214996e+00  9.220117e+00  9.229684e+00
mu[1262]       8.784866e+00  8.789499e+00  8.793903e+00  8.803166e+00
mu[1263]       9.049963e+00  9.055213e+00  9.060193e+00  9.069635e+00
mu[1264]       9.333213e+00  9.338317e+00  9.343440e+00  9.352687e+00
mu[1265]       9.033399e+00  9.037321e+00  9.041097e+00  9.048205e+00
mu[1266]       8.840948e+00  8.845177e+00  8.849148e+00  8.856994e+00
mu[1267]       8.939617e+00  8.947051e+00  8.954930e+00  8.969650e+00
mu[1268]       8.846980e+00  8.851154e+00  8.855315e+00  8.862917e+00
mu[1269]       8.861419e+00  8.865170e+00  8.868883e+00  8.875896e+00
mu[1270]       9.075498e+00  9.080424e+00  9.085380e+00  9.094449e+00
mu[1271]       9.128301e+00  9.132233e+00  9.136118e+00  9.143356e+00
mu[1272]       9.156632e+00  9.160571e+00  9.164514e+00  9.171597e+00
mu[1273]       9.251845e+00  9.255077e+00  9.258495e+00  9.264875e+00
mu[1274]       9.387276e+00  9.391622e+00  9.395973e+00  9.403761e+00
mu[1275]       9.335947e+00  9.339676e+00  9.343276e+00  9.350266e+00
mu[1276]       9.375105e+00  9.378513e+00  9.382056e+00  9.388765e+00
mu[1277]       9.264999e+00  9.268346e+00  9.271845e+00  9.278359e+00
mu[1278]       9.213981e+00  9.217629e+00  9.221384e+00  9.228107e+00
mu[1279]       9.096682e+00  9.101923e+00  9.107118e+00  9.116955e+00
mu[1280]       8.666044e+00  8.671334e+00  8.676647e+00  8.686459e+00
mu[1281]       8.527296e+00  8.532630e+00  8.538096e+00  8.548297e+00
mu[1282]       8.859619e+00  8.866226e+00  8.873442e+00  8.886103e+00
mu[1283]       8.582453e+00  8.587536e+00  8.592371e+00  8.602515e+00
mu[1284]       8.438683e+00  8.444809e+00  8.450817e+00  8.461608e+00
mu[1285]       8.581043e+00  8.584857e+00  8.588870e+00  8.596518e+00
mu[1286]       8.212053e+00  8.216732e+00  8.221127e+00  8.230118e+00
mu[1287]       8.010048e+00  8.014744e+00  8.019357e+00  8.028626e+00
mu[1288]       9.172787e+00  9.179642e+00  9.187048e+00  9.200074e+00
mu[1289]       8.952416e+00  8.957198e+00  8.961824e+00  8.970627e+00
mu[1290]       8.915902e+00  8.920475e+00  8.924919e+00  8.934092e+00
mu[1291]       8.987797e+00  8.991735e+00  8.995697e+00  9.003127e+00
mu[1292]       8.825948e+00  8.830125e+00  8.834363e+00  8.842056e+00
mu[1293]       8.503214e+00  8.508399e+00  8.513106e+00  8.522217e+00
mu[1294]       8.439522e+00  8.446524e+00  8.453669e+00  8.466259e+00
mu[1295]       8.334544e+00  8.338389e+00  8.342414e+00  8.350231e+00
mu[1296]       8.167186e+00  8.171476e+00  8.175873e+00  8.184415e+00
mu[1297]       8.098295e+00  8.102369e+00  8.106596e+00  8.114382e+00
mu[1298]       8.085510e+00  8.090439e+00  8.095138e+00  8.104271e+00
mu[1299]       7.782876e+00  7.787450e+00  7.792030e+00  7.800646e+00
mu[1300]       7.981913e+00  7.987094e+00  7.992347e+00  8.002049e+00
mu[1301]       7.695971e+00  7.700310e+00  7.704864e+00  7.713481e+00
mu[1302]       7.870378e+00  7.875852e+00  7.881175e+00  7.891173e+00
mu[1303]       7.898781e+00  7.902789e+00  7.907068e+00  7.915193e+00
mu[1304]       7.924312e+00  7.928450e+00  7.932846e+00  7.941193e+00
mu[1305]       7.927710e+00  7.931919e+00  7.936326e+00  7.944345e+00
mu[1306]       8.257503e+00  8.266595e+00  8.275700e+00  8.291743e+00
mu[1307]       8.066705e+00  8.073190e+00  8.079970e+00  8.093013e+00
mu[1308]       8.002040e+00  8.007405e+00  8.012930e+00  8.023027e+00
mu[1309]       8.031669e+00  8.036215e+00  8.040910e+00  8.049523e+00
mu[1310]       8.303554e+00  8.309277e+00  8.315046e+00  8.325767e+00
mu[1311]       7.806316e+00  7.815134e+00  7.823934e+00  7.840579e+00
mu[1312]       8.387235e+00  8.391868e+00  8.396438e+00  8.405084e+00
mu[1313]       8.277125e+00  8.281663e+00  8.286060e+00  8.294441e+00
mu[1314]       8.384919e+00  8.391682e+00  8.398977e+00  8.411759e+00
mu[1315]       8.304598e+00  8.308807e+00  8.312987e+00  8.320813e+00
mu[1316]       8.222698e+00  8.227118e+00  8.231671e+00  8.239929e+00
mu[1317]       8.418788e+00  8.426574e+00  8.434238e+00  8.448126e+00
mu[1318]       8.419911e+00  8.423973e+00  8.428152e+00  8.436049e+00
mu[1319]       9.482465e+00  9.485942e+00  9.489595e+00  9.496352e+00
mu[1320]       9.687889e+00  9.692319e+00  9.696591e+00  9.704861e+00
mu[1321]       9.536301e+00  9.539754e+00  9.543319e+00  9.549973e+00
mu[1322]       9.629717e+00  9.633187e+00  9.636719e+00  9.643083e+00
mu[1323]       9.523169e+00  9.526410e+00  9.529663e+00  9.535988e+00
mu[1324]       9.588941e+00  9.592441e+00  9.596079e+00  9.602755e+00
mu[1325]       1.005189e+01  1.005508e+01  1.005834e+01  1.006445e+01
mu[1326]       9.749531e+00  9.753118e+00  9.756779e+00  9.763316e+00
mu[1327]       9.643954e+00  9.647188e+00  9.650474e+00  9.656570e+00
mu[1328]       9.617631e+00  9.622386e+00  9.627226e+00  9.636261e+00
mu[1329]       9.499281e+00  9.502596e+00  9.506010e+00  9.512285e+00
mu[1330]       9.695872e+00  9.699798e+00  9.703639e+00  9.710898e+00
mu[1331]       1.002370e+01  1.002802e+01  1.003235e+01  1.004078e+01
mu[1332]       9.812815e+00  9.817302e+00  9.821946e+00  9.830254e+00
mu[1333]       9.649019e+00  9.653027e+00  9.657000e+00  9.664744e+00
mu[1334]       9.590838e+00  9.595413e+00  9.599843e+00  9.608700e+00
mu[1335]       9.443357e+00  9.447006e+00  9.450670e+00  9.457460e+00
mu[1336]       9.837703e+00  9.843972e+00  9.849688e+00  9.860556e+00
mu[1337]       9.912656e+00  9.916957e+00  9.921182e+00  9.928999e+00
mu[1338]       9.628056e+00  9.632319e+00  9.636653e+00  9.644817e+00
mu[1339]       9.619753e+00  9.624139e+00  9.628471e+00  9.636781e+00
mu[1340]       9.685723e+00  9.690182e+00  9.694531e+00  9.702732e+00
mu[1341]       9.729279e+00  9.732990e+00  9.736691e+00  9.744021e+00
mu[1342]       9.899847e+00  9.910104e+00  9.919818e+00  9.939222e+00
mu[1343]       9.885303e+00  9.890619e+00  9.896131e+00  9.906024e+00
mu[1344]       9.932099e+00  9.937443e+00  9.942863e+00  9.952524e+00
mu[1345]       9.756468e+00  9.759607e+00  9.762795e+00  9.768840e+00
mu[1346]       9.790741e+00  9.794564e+00  9.798404e+00  9.805977e+00
mu[1347]       9.661631e+00  9.665037e+00  9.668632e+00  9.675176e+00
mu[1348]       9.610480e+00  9.613939e+00  9.617445e+00  9.623828e+00
mu[1349]       9.503354e+00  9.507784e+00  9.511921e+00  9.519914e+00
mu[1350]       9.688483e+00  9.691655e+00  9.694837e+00  9.700948e+00
mu[1351]       9.755234e+00  9.758318e+00  9.761483e+00  9.767479e+00
mu[1352]       9.708124e+00  9.711391e+00  9.714779e+00  9.721197e+00
mu[1353]       9.969806e+00  9.974102e+00  9.978277e+00  9.986146e+00
mu[1354]       9.861618e+00  9.864972e+00  9.868361e+00  9.874438e+00
mu[1355]       9.719562e+00  9.725015e+00  9.730604e+00  9.740729e+00
mu[1356]       9.750800e+00  9.754076e+00  9.757457e+00  9.763878e+00
mu[1357]       9.898951e+00  9.902687e+00  9.906373e+00  9.913328e+00
mu[1358]       9.821525e+00  9.824727e+00  9.828065e+00  9.834154e+00
mu[1359]       9.368787e+00  9.373090e+00  9.377216e+00  9.385737e+00
mu[1360]       9.225966e+00  9.229788e+00  9.233663e+00  9.240602e+00
mu[1361]       8.765682e+00  8.769160e+00  8.772833e+00  8.779778e+00
mu[1362]       8.677009e+00  8.681620e+00  8.686163e+00  8.694536e+00
mu[1363]       8.723005e+00  8.727444e+00  8.731754e+00  8.740045e+00
mu[1364]       8.489941e+00  8.495341e+00  8.500641e+00  8.510451e+00
mu[1365]       8.537197e+00  8.540918e+00  8.544907e+00  8.552402e+00
mu[1366]       8.057633e+00  8.061807e+00  8.066045e+00  8.074120e+00
mu[1367]       8.165843e+00  8.170967e+00  8.176066e+00  8.185623e+00
mu[1368]       7.884762e+00  7.889062e+00  7.893432e+00  7.901742e+00
mu[1369]       7.921821e+00  7.925950e+00  7.930356e+00  7.938657e+00
mu[1370]       7.716289e+00  7.722356e+00  7.727995e+00  7.738810e+00
mu[1371]       7.537269e+00  7.542236e+00  7.547106e+00  7.556386e+00
mu[1372]       8.016002e+00  8.021243e+00  8.026318e+00  8.035884e+00
mu[1373]       8.292528e+00  8.297475e+00  8.302294e+00  8.311451e+00
mu[1374]       7.990023e+00  7.994788e+00  7.999514e+00  8.008624e+00
mu[1375]       7.877995e+00  7.882023e+00  7.886390e+00  7.894566e+00
mu[1376]       7.766662e+00  7.771279e+00  7.775925e+00  7.784938e+00
mu[1377]       7.666435e+00  7.670662e+00  7.675176e+00  7.683552e+00
mu[1378]       7.755490e+00  7.760146e+00  7.764853e+00  7.773776e+00
mu[1379]       7.804803e+00  7.809329e+00  7.813852e+00  7.822459e+00
mu[1380]       7.473237e+00  7.479377e+00  7.485045e+00  7.496002e+00
mu[1381]       7.831308e+00  7.836618e+00  7.841835e+00  7.851545e+00
mu[1382]       8.128688e+00  8.132689e+00  8.137015e+00  8.145126e+00
mu[1383]       8.010072e+00  8.015601e+00  8.021360e+00  8.032204e+00
mu[1384]       8.459701e+00  8.463975e+00  8.468301e+00  8.476009e+00
mu[1385]       8.625559e+00  8.630749e+00  8.635950e+00  8.645431e+00
mu[1386]       8.429512e+00  8.433415e+00  8.437531e+00  8.444947e+00
mu[1387]       8.487391e+00  8.491615e+00  8.495884e+00  8.503619e+00
mu[1388]       8.413268e+00  8.417345e+00  8.421497e+00  8.429560e+00
mu[1389]       8.289063e+00  8.294521e+00  8.299841e+00  8.310549e+00
mu[1390]       8.370096e+00  8.374336e+00  8.378748e+00  8.386894e+00
mu[1391]       8.344783e+00  8.349096e+00  8.353459e+00  8.361396e+00
mu[1392]       8.247534e+00  8.251518e+00  8.255677e+00  8.263590e+00
mu[1393]       8.235758e+00  8.241164e+00  8.246850e+00  8.257647e+00
mu[1394]       8.118586e+00  8.123269e+00  8.127890e+00  8.136597e+00
mu[1395]       7.847026e+00  7.851303e+00  7.855808e+00  7.864442e+00
mu[1396]       8.236796e+00  8.242159e+00  8.247808e+00  8.258610e+00
mu[1397]       8.110073e+00  8.114612e+00  8.119176e+00  8.127672e+00
mu[1398]       8.776912e+00  8.780869e+00  8.784832e+00  8.792164e+00
mu[1399]       9.796460e+00  9.803933e+00  9.811522e+00  9.824947e+00
mu[1400]       9.351170e+00  9.355861e+00  9.360423e+00  9.369257e+00
mu[1401]       9.559655e+00  9.564245e+00  9.568857e+00  9.577561e+00
mu[1402]       9.820910e+00  9.826153e+00  9.831330e+00  9.840542e+00
mu[1403]       9.997294e+00  1.000054e+01  1.000381e+01  1.000997e+01
mu[1404]       9.879364e+00  9.883411e+00  9.887359e+00  9.894918e+00
mu[1405]       9.760798e+00  9.765373e+00  9.770080e+00  9.778682e+00
mu[1406]       9.784784e+00  9.789518e+00  9.793947e+00  9.802291e+00
mu[1407]       9.653207e+00  9.657130e+00  9.660963e+00  9.668226e+00
mu[1408]       9.751284e+00  9.756565e+00  9.761705e+00  9.771174e+00
mu[1409]       1.001554e+01  1.002040e+01  1.002512e+01  1.003408e+01
mu[1410]       9.959691e+00  9.964280e+00  9.968653e+00  9.976941e+00
mu[1411]       1.021270e+01  1.021893e+01  1.022524e+01  1.023625e+01
mu[1412]       1.010832e+01  1.011291e+01  1.011778e+01  1.012692e+01
mu[1413]       1.020892e+01  1.021196e+01  1.021507e+01  1.022085e+01
mu[1414]       1.089157e+01  1.090333e+01  1.091492e+01  1.093655e+01
mu[1415]       1.358479e+01  1.359365e+01  1.360333e+01  1.362013e+01
mu[1416]       1.328109e+01  1.328553e+01  1.328999e+01  1.329852e+01
mu[1417]       1.364617e+01  1.364940e+01  1.365286e+01  1.365901e+01
mu[1418]       1.375704e+01  1.376394e+01  1.377067e+01  1.378315e+01
mu[1419]       1.398665e+01  1.399590e+01  1.400520e+01  1.402296e+01
mu[1420]       1.472894e+01  1.473700e+01  1.474478e+01  1.475907e+01
mu[1421]       1.462351e+01  1.462735e+01  1.463110e+01  1.463816e+01
mu[1422]       1.450336e+01  1.450907e+01  1.451483e+01  1.452508e+01
mu[1423]       1.505594e+01  1.506133e+01  1.506683e+01  1.507717e+01
mu[1424]       1.847422e+01  1.849385e+01  1.851326e+01  1.854844e+01
mu[1425]       1.792985e+01  1.794694e+01  1.796370e+01  1.799726e+01
mu[1426]       1.726813e+01  1.727537e+01  1.728241e+01  1.729509e+01
mu[1427]       1.794186e+01  1.796135e+01  1.798281e+01  1.801976e+01
mu[1428]       1.801883e+01  1.803374e+01  1.804843e+01  1.807789e+01
mu[1429]       1.761982e+01  1.762772e+01  1.763608e+01  1.765118e+01
mu[1430]       1.778704e+01  1.779293e+01  1.779906e+01  1.781038e+01
mu[1431]       1.853773e+01  1.854793e+01  1.855809e+01  1.857698e+01
mu[1432]       1.849834e+01  1.851222e+01  1.852591e+01  1.855156e+01
mu[1433]       1.888488e+01  1.889722e+01  1.890975e+01  1.893432e+01
mu[1434]       1.839401e+01  1.840057e+01  1.840724e+01  1.841957e+01
mu[1435]       1.842755e+01  1.843528e+01  1.844320e+01  1.845767e+01
mu[1436]       1.822262e+01  1.823138e+01  1.824076e+01  1.825771e+01
mu[1437]       1.826004e+01  1.826672e+01  1.827318e+01  1.828589e+01
mu[1438]       1.781993e+01  1.783046e+01  1.784172e+01  1.786231e+01
mu[1439]       1.816947e+01  1.817676e+01  1.818371e+01  1.819664e+01
mu[1440]       1.775712e+01  1.776337e+01  1.776939e+01  1.778098e+01
mu[1441]       1.765269e+01  1.765985e+01  1.766702e+01  1.768139e+01
mu[1442]       1.697199e+01  1.698129e+01  1.699122e+01  1.700963e+01
mu[1443]       1.685343e+01  1.685981e+01  1.686644e+01  1.687840e+01
mu[1444]       1.697324e+01  1.698263e+01  1.699228e+01  1.701080e+01
mu[1445]       1.686102e+01  1.686921e+01  1.687797e+01  1.689381e+01
mu[1446]       1.584915e+01  1.585695e+01  1.586446e+01  1.587924e+01
mu[1447]       1.455005e+01  1.456219e+01  1.457390e+01  1.459724e+01
mu[1448]       1.442792e+01  1.443256e+01  1.443761e+01  1.444740e+01
mu[1449]       1.433295e+01  1.433667e+01  1.434051e+01  1.434770e+01
mu[1450]       1.346805e+01  1.347654e+01  1.348500e+01  1.350076e+01
mu[1451]       1.495308e+01  1.496882e+01  1.498469e+01  1.501388e+01
mu[1452]       1.470512e+01  1.471357e+01  1.472221e+01  1.473858e+01
mu[1453]       1.550288e+01  1.550725e+01  1.551160e+01  1.551964e+01
mu[1454]       1.542257e+01  1.542949e+01  1.543655e+01  1.545020e+01
mu[1455]       1.552286e+01  1.553289e+01  1.554297e+01  1.556149e+01
mu[1456]       1.593770e+01  1.594459e+01  1.595174e+01  1.596469e+01
mu[1457]       1.624150e+01  1.625067e+01  1.626067e+01  1.627783e+01
mu[1458]       1.579789e+01  1.580325e+01  1.580870e+01  1.581882e+01
mu[1459]       1.608631e+01  1.609532e+01  1.610467e+01  1.612112e+01
mu[1460]       1.628138e+01  1.628647e+01  1.629138e+01  1.630112e+01
y_rep[1]       1.642858e+01  1.651615e+01  1.660735e+01  1.692596e+01
y_rep[2]       1.676644e+01  1.685846e+01  1.694800e+01  1.725340e+01
y_rep[3]       1.632850e+01  1.641682e+01  1.650605e+01  1.683071e+01
y_rep[4]       1.701066e+01  1.710004e+01  1.719334e+01  1.749924e+01
y_rep[5]       1.706270e+01  1.715629e+01  1.724788e+01  1.754062e+01
y_rep[6]       1.760201e+01  1.769253e+01  1.778591e+01  1.810851e+01
y_rep[7]       1.726790e+01  1.735734e+01  1.744729e+01  1.776455e+01
y_rep[8]       1.754366e+01  1.763778e+01  1.772687e+01  1.802765e+01
y_rep[9]       1.726431e+01  1.735351e+01  1.744214e+01  1.774457e+01
y_rep[10]      1.771745e+01  1.780643e+01  1.789360e+01  1.821017e+01
y_rep[11]      1.792429e+01  1.801527e+01  1.811099e+01  1.842629e+01
y_rep[12]      1.905962e+01  1.914972e+01  1.923909e+01  1.952754e+01
y_rep[13]      1.887101e+01  1.895714e+01  1.904802e+01  1.938584e+01
y_rep[14]      1.833791e+01  1.842979e+01  1.851910e+01  1.881562e+01
y_rep[15]      1.741724e+01  1.750517e+01  1.759723e+01  1.787822e+01
y_rep[16]      1.679480e+01  1.688979e+01  1.698275e+01  1.730080e+01
y_rep[17]      1.710610e+01  1.719927e+01  1.729056e+01  1.757962e+01
y_rep[18]      1.737632e+01  1.746649e+01  1.755663e+01  1.787882e+01
y_rep[19]      1.710955e+01  1.720134e+01  1.728846e+01  1.758977e+01
y_rep[20]      1.638895e+01  1.648044e+01  1.657554e+01  1.688019e+01
y_rep[21]      1.615254e+01  1.624047e+01  1.633208e+01  1.663739e+01
y_rep[22]      1.629537e+01  1.638854e+01  1.647810e+01  1.680528e+01
y_rep[23]      1.625054e+01  1.634308e+01  1.643648e+01  1.672769e+01
y_rep[24]      1.674790e+01  1.683999e+01  1.692858e+01  1.721562e+01
y_rep[25]      1.684675e+01  1.693495e+01  1.702495e+01  1.734754e+01
y_rep[26]      1.610114e+01  1.619299e+01  1.627836e+01  1.657047e+01
y_rep[27]      1.597212e+01  1.606355e+01  1.615169e+01  1.645518e+01
y_rep[28]      1.575357e+01  1.584239e+01  1.593347e+01  1.624722e+01
y_rep[29]      1.534853e+01  1.543713e+01  1.552496e+01  1.583783e+01
y_rep[30]      1.514596e+01  1.523842e+01  1.532721e+01  1.563604e+01
y_rep[31]      1.522672e+01  1.531826e+01  1.540790e+01  1.571943e+01
y_rep[32]      1.458577e+01  1.468110e+01  1.477021e+01  1.507281e+01
y_rep[33]      1.405974e+01  1.415096e+01  1.424044e+01  1.454706e+01
y_rep[34]      1.384450e+01  1.393365e+01  1.402259e+01  1.432599e+01
y_rep[35]      1.312862e+01  1.322335e+01  1.331606e+01  1.359758e+01
y_rep[36]      1.308335e+01  1.317211e+01  1.326312e+01  1.356277e+01
y_rep[37]      1.352266e+01  1.361567e+01  1.370157e+01  1.399512e+01
y_rep[38]      1.472289e+01  1.480976e+01  1.489977e+01  1.519118e+01
y_rep[39]      1.513242e+01  1.522116e+01  1.531196e+01  1.560958e+01
y_rep[40]      1.470251e+01  1.479255e+01  1.488371e+01  1.521280e+01
y_rep[41]      1.459755e+01  1.468631e+01  1.477619e+01  1.507934e+01
y_rep[42]      1.480311e+01  1.489684e+01  1.498875e+01  1.530275e+01
y_rep[43]      1.466449e+01  1.475593e+01  1.484721e+01  1.515257e+01
y_rep[44]      1.513562e+01  1.522294e+01  1.531421e+01  1.559756e+01
y_rep[45]      1.454229e+01  1.463095e+01  1.472219e+01  1.502394e+01
y_rep[46]      1.367953e+01  1.377193e+01  1.386230e+01  1.416339e+01
y_rep[47]      1.351655e+01  1.360627e+01  1.369647e+01  1.398351e+01
y_rep[48]      1.371690e+01  1.380367e+01  1.389168e+01  1.420439e+01
y_rep[49]      1.441001e+01  1.449840e+01  1.458941e+01  1.489201e+01
y_rep[50]      1.484267e+01  1.493723e+01  1.502720e+01  1.535007e+01
y_rep[51]      1.492146e+01  1.501265e+01  1.510397e+01  1.539209e+01
y_rep[52]      1.430904e+01  1.440210e+01  1.449370e+01  1.479870e+01
y_rep[53]      1.415114e+01  1.423875e+01  1.433371e+01  1.461729e+01
y_rep[54]      1.423391e+01  1.432410e+01  1.441302e+01  1.471228e+01
y_rep[55]      1.415212e+01  1.424094e+01  1.433096e+01  1.464641e+01
y_rep[56]      1.423274e+01  1.432439e+01  1.441386e+01  1.473983e+01
y_rep[57]      1.441559e+01  1.450270e+01  1.459392e+01  1.487808e+01
y_rep[58]      1.462172e+01  1.471305e+01  1.480364e+01  1.509824e+01
y_rep[59]      1.403183e+01  1.412151e+01  1.420790e+01  1.451207e+01
y_rep[60]      1.386024e+01  1.394851e+01  1.403789e+01  1.437879e+01
y_rep[61]      1.298886e+01  1.308126e+01  1.317459e+01  1.349723e+01
y_rep[62]      1.294639e+01  1.303677e+01  1.312577e+01  1.340799e+01
y_rep[63]      1.407421e+01  1.416508e+01  1.425324e+01  1.455658e+01
y_rep[64]      1.389187e+01  1.397915e+01  1.406827e+01  1.436104e+01
y_rep[65]      1.348744e+01  1.357690e+01  1.366853e+01  1.395329e+01
y_rep[66]      1.319613e+01  1.328623e+01  1.337150e+01  1.366586e+01
y_rep[67]      1.329954e+01  1.338921e+01  1.347753e+01  1.378967e+01
y_rep[68]      1.346904e+01  1.355965e+01  1.365253e+01  1.396064e+01
y_rep[69]      1.378179e+01  1.387143e+01  1.396365e+01  1.425839e+01
y_rep[70]      1.394005e+01  1.403133e+01  1.411781e+01  1.441924e+01
y_rep[71]      1.372673e+01  1.381656e+01  1.390810e+01  1.422486e+01
y_rep[72]      1.280471e+01  1.289495e+01  1.298984e+01  1.330979e+01
y_rep[73]      1.225755e+01  1.234585e+01  1.243525e+01  1.272938e+01
y_rep[74]      1.217309e+01  1.226343e+01  1.235399e+01  1.266063e+01
y_rep[75]      1.210131e+01  1.219290e+01  1.227957e+01  1.257031e+01
y_rep[76]      1.283952e+01  1.292790e+01  1.301770e+01  1.332504e+01
y_rep[77]      1.286418e+01  1.295492e+01  1.304432e+01  1.333888e+01
y_rep[78]      1.276873e+01  1.285788e+01  1.295179e+01  1.323637e+01
y_rep[79]      1.230935e+01  1.240332e+01  1.248984e+01  1.278937e+01
y_rep[80]      1.229323e+01  1.238251e+01  1.247305e+01  1.276630e+01
y_rep[81]      1.224804e+01  1.234068e+01  1.243066e+01  1.271633e+01
y_rep[82]      1.240902e+01  1.249646e+01  1.258682e+01  1.289406e+01
y_rep[83]      1.260347e+01  1.269107e+01  1.278584e+01  1.308768e+01
y_rep[84]      1.286066e+01  1.295132e+01  1.304103e+01  1.331031e+01
y_rep[85]      1.252040e+01  1.261161e+01  1.270092e+01  1.300467e+01
y_rep[86]      1.201325e+01  1.209678e+01  1.218561e+01  1.248698e+01
y_rep[87]      1.274380e+01  1.283879e+01  1.293104e+01  1.324574e+01
y_rep[88]      1.302953e+01  1.312138e+01  1.320997e+01  1.349871e+01
y_rep[89]      1.298848e+01  1.307801e+01  1.316717e+01  1.344904e+01
y_rep[90]      1.370357e+01  1.379670e+01  1.388378e+01  1.418931e+01
y_rep[91]      1.371709e+01  1.380594e+01  1.389483e+01  1.419570e+01
y_rep[92]      1.336872e+01  1.345840e+01  1.354855e+01  1.384254e+01
y_rep[93]      1.305200e+01  1.314162e+01  1.323274e+01  1.352192e+01
y_rep[94]      1.329139e+01  1.337875e+01  1.347268e+01  1.376713e+01
y_rep[95]      1.329416e+01  1.338662e+01  1.347759e+01  1.377650e+01
y_rep[96]      1.350549e+01  1.359428e+01  1.368247e+01  1.398186e+01
y_rep[97]      1.365527e+01  1.374380e+01  1.383479e+01  1.412333e+01
y_rep[98]      1.340207e+01  1.349239e+01  1.358197e+01  1.388656e+01
y_rep[99]      1.293755e+01  1.302981e+01  1.312310e+01  1.339934e+01
y_rep[100]     1.271947e+01  1.280579e+01  1.289814e+01  1.321649e+01
y_rep[101]     1.269495e+01  1.278378e+01  1.287268e+01  1.317954e+01
y_rep[102]     1.309653e+01  1.318802e+01  1.327927e+01  1.357879e+01
y_rep[103]     1.405621e+01  1.414369e+01  1.422886e+01  1.451639e+01
y_rep[104]     1.360786e+01  1.369942e+01  1.378922e+01  1.409523e+01
y_rep[105]     1.337737e+01  1.346619e+01  1.355835e+01  1.388001e+01
y_rep[106]     1.328161e+01  1.336953e+01  1.345592e+01  1.377630e+01
y_rep[107]     1.279441e+01  1.288265e+01  1.297190e+01  1.328123e+01
y_rep[108]     1.285353e+01  1.294491e+01  1.303803e+01  1.335119e+01
y_rep[109]     1.338855e+01  1.347855e+01  1.356736e+01  1.388638e+01
y_rep[110]     1.332381e+01  1.341077e+01  1.350318e+01  1.381623e+01
y_rep[111]     1.276760e+01  1.285835e+01  1.294916e+01  1.325529e+01
y_rep[112]     1.270098e+01  1.279247e+01  1.288628e+01  1.318514e+01
y_rep[113]     1.178605e+01  1.187384e+01  1.196424e+01  1.225817e+01
y_rep[114]     1.129260e+01  1.138538e+01  1.147566e+01  1.180971e+01
y_rep[115]     1.147990e+01  1.157053e+01  1.166311e+01  1.197762e+01
y_rep[116]     1.200726e+01  1.209683e+01  1.218271e+01  1.247608e+01
y_rep[117]     1.199332e+01  1.208501e+01  1.217681e+01  1.248481e+01
y_rep[118]     1.157823e+01  1.166882e+01  1.175921e+01  1.205416e+01
y_rep[119]     1.145423e+01  1.154773e+01  1.163675e+01  1.193397e+01
y_rep[120]     1.110059e+01  1.119404e+01  1.128229e+01  1.158039e+01
y_rep[121]     1.108107e+01  1.117300e+01  1.126294e+01  1.155355e+01
y_rep[122]     1.152960e+01  1.161859e+01  1.171405e+01  1.202768e+01
y_rep[123]     1.189046e+01  1.198072e+01  1.207173e+01  1.236258e+01
y_rep[124]     1.199241e+01  1.208234e+01  1.217354e+01  1.247073e+01
y_rep[125]     1.187958e+01  1.197274e+01  1.206395e+01  1.238951e+01
y_rep[126]     1.138410e+01  1.147323e+01  1.156385e+01  1.184800e+01
y_rep[127]     1.102010e+01  1.110807e+01  1.120112e+01  1.150834e+01
y_rep[128]     1.114534e+01  1.123327e+01  1.132630e+01  1.164926e+01
y_rep[129]     1.120640e+01  1.129055e+01  1.138363e+01  1.167601e+01
y_rep[130]     1.138242e+01  1.147357e+01  1.156274e+01  1.187511e+01
y_rep[131]     1.135289e+01  1.143893e+01  1.152909e+01  1.183164e+01
y_rep[132]     1.076862e+01  1.085924e+01  1.095301e+01  1.126791e+01
y_rep[133]     1.047166e+01  1.056569e+01  1.065794e+01  1.097285e+01
y_rep[134]     1.060346e+01  1.069470e+01  1.078285e+01  1.109139e+01
y_rep[135]     1.081679e+01  1.090760e+01  1.099480e+01  1.129342e+01
y_rep[136]     1.068925e+01  1.078045e+01  1.086947e+01  1.116388e+01
y_rep[137]     1.144872e+01  1.153984e+01  1.162847e+01  1.192524e+01
y_rep[138]     1.141895e+01  1.150967e+01  1.160396e+01  1.191583e+01
y_rep[139]     1.098906e+01  1.107806e+01  1.116797e+01  1.147539e+01
y_rep[140]     1.072499e+01  1.081647e+01  1.090849e+01  1.119143e+01
y_rep[141]     1.155973e+01  1.164965e+01  1.174021e+01  1.201232e+01
y_rep[142]     1.115020e+01  1.124610e+01  1.133705e+01  1.165061e+01
y_rep[143]     1.126664e+01  1.135779e+01  1.144486e+01  1.175124e+01
y_rep[144]     1.120216e+01  1.129410e+01  1.138775e+01  1.169779e+01
y_rep[145]     1.044035e+01  1.053015e+01  1.062239e+01  1.093504e+01
y_rep[146]     1.015840e+01  1.024747e+01  1.033507e+01  1.065290e+01
y_rep[147]     1.019000e+01  1.027599e+01  1.036604e+01  1.066858e+01
y_rep[148]     1.055520e+01  1.064785e+01  1.074087e+01  1.105032e+01
y_rep[149]     1.049152e+01  1.058030e+01  1.067137e+01  1.098809e+01
y_rep[150]     1.075571e+01  1.085091e+01  1.093916e+01  1.125206e+01
y_rep[151]     1.061671e+01  1.070864e+01  1.079771e+01  1.110766e+01
y_rep[152]     1.057172e+01  1.066052e+01  1.075131e+01  1.106632e+01
y_rep[153]     1.010500e+01  1.019396e+01  1.028147e+01  1.059992e+01
y_rep[154]     9.938606e+00  1.002834e+01  1.011632e+01  1.041545e+01
y_rep[155]     1.010524e+01  1.019786e+01  1.028514e+01  1.056266e+01
y_rep[156]     1.081275e+01  1.090164e+01  1.099806e+01  1.133246e+01
y_rep[157]     1.109544e+01  1.118637e+01  1.127684e+01  1.158785e+01
y_rep[158]     1.123243e+01  1.131925e+01  1.141484e+01  1.172198e+01
y_rep[159]     1.109121e+01  1.118107e+01  1.127141e+01  1.157491e+01
y_rep[160]     1.036685e+01  1.045377e+01  1.054607e+01  1.087811e+01
y_rep[161]     1.019010e+01  1.027846e+01  1.036572e+01  1.065865e+01
y_rep[162]     1.068784e+01  1.077718e+01  1.086804e+01  1.118537e+01
y_rep[163]     1.080960e+01  1.090211e+01  1.099371e+01  1.129741e+01
y_rep[164]     1.075098e+01  1.084180e+01  1.093060e+01  1.120831e+01
y_rep[165]     1.071138e+01  1.079947e+01  1.089103e+01  1.118047e+01
y_rep[166]     1.083195e+01  1.092145e+01  1.101281e+01  1.130278e+01
y_rep[167]     1.063095e+01  1.072516e+01  1.081803e+01  1.112541e+01
y_rep[168]     1.053039e+01  1.062146e+01  1.071267e+01  1.101241e+01
y_rep[169]     1.319695e+01  1.329438e+01  1.338639e+01  1.368501e+01
y_rep[170]     1.737209e+01  1.748165e+01  1.759560e+01  1.789928e+01
y_rep[171]     1.639799e+01  1.648637e+01  1.658347e+01  1.689148e+01
y_rep[172]     1.657366e+01  1.666364e+01  1.675142e+01  1.705031e+01
y_rep[173]     1.683965e+01  1.692861e+01  1.701733e+01  1.733288e+01
y_rep[174]     1.690154e+01  1.699169e+01  1.708572e+01  1.740670e+01
y_rep[175]     1.749367e+01  1.758710e+01  1.767701e+01  1.799978e+01
y_rep[176]     1.778410e+01  1.787342e+01  1.796253e+01  1.824424e+01
y_rep[177]     1.713944e+01  1.722955e+01  1.732104e+01  1.762229e+01
y_rep[178]     1.730946e+01  1.740067e+01  1.749109e+01  1.779439e+01
y_rep[179]     1.752157e+01  1.761596e+01  1.770858e+01  1.802063e+01
y_rep[180]     1.728138e+01  1.737346e+01  1.746107e+01  1.773745e+01
y_rep[181]     1.711003e+01  1.719793e+01  1.729116e+01  1.759737e+01
y_rep[182]     1.715926e+01  1.725040e+01  1.734006e+01  1.763612e+01
y_rep[183]     1.679012e+01  1.688381e+01  1.697103e+01  1.726653e+01
y_rep[184]     1.724031e+01  1.733044e+01  1.742031e+01  1.774021e+01
y_rep[185]     1.742800e+01  1.751977e+01  1.760891e+01  1.792650e+01
y_rep[186]     1.701081e+01  1.710052e+01  1.719450e+01  1.748177e+01
y_rep[187]     1.703352e+01  1.712020e+01  1.720980e+01  1.750994e+01
y_rep[188]     1.700538e+01  1.709711e+01  1.718678e+01  1.749055e+01
y_rep[189]     1.745353e+01  1.754227e+01  1.763452e+01  1.794211e+01
y_rep[190]     1.758143e+01  1.767504e+01  1.776385e+01  1.807957e+01
y_rep[191]     1.861687e+01  1.871139e+01  1.880370e+01  1.910900e+01
y_rep[192]     1.715694e+01  1.725667e+01  1.735728e+01  1.767356e+01
y_rep[193]     1.423787e+01  1.432972e+01  1.442105e+01  1.472694e+01
y_rep[194]     1.411431e+01  1.420215e+01  1.429653e+01  1.460484e+01
y_rep[195]     1.372814e+01  1.381816e+01  1.391037e+01  1.421791e+01
y_rep[196]     1.303612e+01  1.312417e+01  1.321843e+01  1.351475e+01
y_rep[197]     1.282129e+01  1.291245e+01  1.300276e+01  1.330782e+01
y_rep[198]     1.312978e+01  1.321679e+01  1.330808e+01  1.361434e+01
y_rep[199]     1.385954e+01  1.394947e+01  1.403685e+01  1.435851e+01
y_rep[200]     1.382391e+01  1.391702e+01  1.400712e+01  1.431282e+01
y_rep[201]     1.354261e+01  1.363502e+01  1.372117e+01  1.402255e+01
y_rep[202]     1.307170e+01  1.316345e+01  1.325747e+01  1.353706e+01
y_rep[203]     1.295000e+01  1.304300e+01  1.313339e+01  1.345344e+01
y_rep[204]     1.432033e+01  1.441132e+01  1.450418e+01  1.480177e+01
y_rep[205]     1.545070e+01  1.553844e+01  1.563161e+01  1.592933e+01
y_rep[206]     1.537878e+01  1.546881e+01  1.555510e+01  1.586944e+01
y_rep[207]     1.505130e+01  1.514279e+01  1.523164e+01  1.555127e+01
y_rep[208]     1.508632e+01  1.517477e+01  1.526554e+01  1.556880e+01
y_rep[209]     1.465111e+01  1.474252e+01  1.483322e+01  1.513801e+01
y_rep[210]     1.470415e+01  1.479131e+01  1.488295e+01  1.519461e+01
y_rep[211]     1.473881e+01  1.483408e+01  1.492519e+01  1.522126e+01
y_rep[212]     1.484603e+01  1.493796e+01  1.502955e+01  1.533290e+01
y_rep[213]     1.436860e+01  1.445818e+01  1.455043e+01  1.486360e+01
y_rep[214]     1.397883e+01  1.406714e+01  1.415795e+01  1.444694e+01
y_rep[215]     1.354970e+01  1.363953e+01  1.373017e+01  1.403790e+01
y_rep[216]     1.335314e+01  1.343971e+01  1.353323e+01  1.384173e+01
y_rep[217]     1.345904e+01  1.355047e+01  1.364131e+01  1.394052e+01
y_rep[218]     1.399393e+01  1.408309e+01  1.417330e+01  1.450376e+01
y_rep[219]     1.426954e+01  1.435804e+01  1.445032e+01  1.475857e+01
y_rep[220]     1.409967e+01  1.419166e+01  1.428248e+01  1.458280e+01
y_rep[221]     1.366170e+01  1.375037e+01  1.384164e+01  1.416147e+01
y_rep[222]     1.305159e+01  1.314191e+01  1.323392e+01  1.353266e+01
y_rep[223]     1.307364e+01  1.316507e+01  1.325558e+01  1.356043e+01
y_rep[224]     1.307697e+01  1.316763e+01  1.326047e+01  1.355725e+01
y_rep[225]     1.352314e+01  1.361352e+01  1.370293e+01  1.398947e+01
y_rep[226]     1.319987e+01  1.328502e+01  1.337616e+01  1.368278e+01
y_rep[227]     1.262436e+01  1.271572e+01  1.280525e+01  1.311790e+01
y_rep[228]     1.185370e+01  1.194040e+01  1.203523e+01  1.232685e+01
y_rep[229]     1.163707e+01  1.172346e+01  1.181392e+01  1.211764e+01
y_rep[230]     1.141359e+01  1.150369e+01  1.159506e+01  1.190700e+01
y_rep[231]     1.155346e+01  1.164425e+01  1.173677e+01  1.202175e+01
y_rep[232]     1.251798e+01  1.261256e+01  1.270374e+01  1.303929e+01
y_rep[233]     1.251380e+01  1.260496e+01  1.269732e+01  1.299956e+01
y_rep[234]     1.205039e+01  1.214207e+01  1.223147e+01  1.252074e+01
y_rep[235]     1.227571e+01  1.236065e+01  1.245137e+01  1.276497e+01
y_rep[236]     1.251343e+01  1.259936e+01  1.269253e+01  1.299722e+01
y_rep[237]     1.256032e+01  1.265165e+01  1.274138e+01  1.305781e+01
y_rep[238]     1.252434e+01  1.260983e+01  1.270497e+01  1.301798e+01
y_rep[239]     1.338978e+01  1.347621e+01  1.356463e+01  1.388507e+01
y_rep[240]     1.395308e+01  1.404250e+01  1.413455e+01  1.443791e+01
y_rep[241]     1.342768e+01  1.352041e+01  1.361009e+01  1.390744e+01
y_rep[242]     1.336243e+01  1.345348e+01  1.354289e+01  1.384917e+01
y_rep[243]     1.342951e+01  1.352178e+01  1.360971e+01  1.391892e+01
y_rep[244]     1.346674e+01  1.355791e+01  1.364615e+01  1.395386e+01
y_rep[245]     1.376441e+01  1.385784e+01  1.394479e+01  1.423902e+01
y_rep[246]     1.435889e+01  1.445065e+01  1.453831e+01  1.483735e+01
y_rep[247]     1.396919e+01  1.406476e+01  1.415290e+01  1.445110e+01
y_rep[248]     1.360313e+01  1.369152e+01  1.378169e+01  1.411312e+01
y_rep[249]     1.374612e+01  1.383202e+01  1.392233e+01  1.420679e+01
y_rep[250]     1.344282e+01  1.353309e+01  1.362344e+01  1.390593e+01
y_rep[251]     1.406305e+01  1.415126e+01  1.423882e+01  1.453031e+01
y_rep[252]     1.445030e+01  1.454105e+01  1.463057e+01  1.492314e+01
y_rep[253]     1.446928e+01  1.455894e+01  1.465036e+01  1.495810e+01
y_rep[254]     1.405926e+01  1.414904e+01  1.423829e+01  1.453893e+01
y_rep[255]     1.364861e+01  1.373885e+01  1.383110e+01  1.412573e+01
y_rep[256]     1.361392e+01  1.370194e+01  1.379421e+01  1.410523e+01
y_rep[257]     1.385758e+01  1.394584e+01  1.403679e+01  1.435354e+01
y_rep[258]     1.384093e+01  1.393562e+01  1.402741e+01  1.433062e+01
y_rep[259]     1.352597e+01  1.361797e+01  1.370967e+01  1.401554e+01
y_rep[260]     1.350659e+01  1.359804e+01  1.368670e+01  1.400230e+01
y_rep[261]     1.342758e+01  1.351659e+01  1.360465e+01  1.391912e+01
y_rep[262]     1.232099e+01  1.241363e+01  1.250305e+01  1.281683e+01
y_rep[263]     1.203803e+01  1.212737e+01  1.221332e+01  1.249403e+01
y_rep[264]     1.227274e+01  1.236667e+01  1.245739e+01  1.277212e+01
y_rep[265]     1.236273e+01  1.245428e+01  1.254681e+01  1.285404e+01
y_rep[266]     1.334494e+01  1.343524e+01  1.352571e+01  1.384418e+01
y_rep[267]     1.307716e+01  1.316815e+01  1.326049e+01  1.355689e+01
y_rep[268]     1.261736e+01  1.271179e+01  1.280345e+01  1.310148e+01
y_rep[269]     1.249224e+01  1.258173e+01  1.266753e+01  1.297730e+01
y_rep[270]     1.294464e+01  1.303637e+01  1.312697e+01  1.341067e+01
y_rep[271]     1.344374e+01  1.353691e+01  1.362806e+01  1.393067e+01
y_rep[272]     1.366792e+01  1.375618e+01  1.384650e+01  1.416590e+01
y_rep[273]     1.347131e+01  1.356349e+01  1.365665e+01  1.397927e+01
y_rep[274]     1.337784e+01  1.347350e+01  1.356397e+01  1.386080e+01
y_rep[275]     1.272998e+01  1.281641e+01  1.290537e+01  1.322040e+01
y_rep[276]     1.256877e+01  1.265935e+01  1.275140e+01  1.305224e+01
y_rep[277]     1.261302e+01  1.270225e+01  1.279375e+01  1.308162e+01
y_rep[278]     1.277152e+01  1.286604e+01  1.295921e+01  1.326787e+01
y_rep[279]     1.276040e+01  1.285090e+01  1.294096e+01  1.324635e+01
y_rep[280]     1.281960e+01  1.291575e+01  1.300612e+01  1.327937e+01
y_rep[281]     1.271815e+01  1.280739e+01  1.289412e+01  1.318185e+01
y_rep[282]     1.253486e+01  1.262682e+01  1.271888e+01  1.303651e+01
y_rep[283]     1.315146e+01  1.324067e+01  1.333167e+01  1.365538e+01
y_rep[284]     1.298523e+01  1.307725e+01  1.316671e+01  1.346656e+01
y_rep[285]     1.349390e+01  1.358295e+01  1.367203e+01  1.395735e+01
y_rep[286]     1.359597e+01  1.368449e+01  1.377314e+01  1.408224e+01
y_rep[287]     1.339831e+01  1.348633e+01  1.357769e+01  1.389175e+01
y_rep[288]     1.311965e+01  1.320700e+01  1.330001e+01  1.360457e+01
y_rep[289]     1.273377e+01  1.282525e+01  1.291147e+01  1.322999e+01
y_rep[290]     1.264163e+01  1.273071e+01  1.282444e+01  1.313746e+01
y_rep[291]     1.281017e+01  1.289978e+01  1.298724e+01  1.329288e+01
y_rep[292]     1.296531e+01  1.305539e+01  1.315057e+01  1.342247e+01
y_rep[293]     1.271450e+01  1.280623e+01  1.289769e+01  1.319707e+01
y_rep[294]     1.254842e+01  1.263528e+01  1.272831e+01  1.301490e+01
y_rep[295]     1.285743e+01  1.294712e+01  1.303796e+01  1.332908e+01
y_rep[296]     1.338354e+01  1.347260e+01  1.356332e+01  1.385471e+01
y_rep[297]     1.308045e+01  1.317059e+01  1.326258e+01  1.357106e+01
y_rep[298]     1.443410e+01  1.452166e+01  1.461152e+01  1.489772e+01
y_rep[299]     1.455728e+01  1.464689e+01  1.473551e+01  1.503845e+01
y_rep[300]     1.484522e+01  1.493780e+01  1.502453e+01  1.533451e+01
y_rep[301]     1.479414e+01  1.488523e+01  1.497334e+01  1.525884e+01
y_rep[302]     1.479044e+01  1.488088e+01  1.497781e+01  1.529365e+01
y_rep[303]     1.468769e+01  1.477984e+01  1.487241e+01  1.517526e+01
y_rep[304]     1.479384e+01  1.488247e+01  1.497088e+01  1.528696e+01
y_rep[305]     1.476725e+01  1.485964e+01  1.494902e+01  1.527690e+01
y_rep[306]     1.452579e+01  1.461584e+01  1.470995e+01  1.503276e+01
y_rep[307]     1.455060e+01  1.463645e+01  1.473138e+01  1.502337e+01
y_rep[308]     1.452764e+01  1.461707e+01  1.470723e+01  1.502185e+01
y_rep[309]     1.546752e+01  1.555757e+01  1.564741e+01  1.595741e+01
y_rep[310]     1.592260e+01  1.601267e+01  1.610310e+01  1.640124e+01
y_rep[311]     1.567367e+01  1.576364e+01  1.585303e+01  1.614236e+01
y_rep[312]     1.561255e+01  1.570396e+01  1.579585e+01  1.609348e+01
y_rep[313]     1.577464e+01  1.586282e+01  1.595296e+01  1.628291e+01
y_rep[314]     1.559781e+01  1.568567e+01  1.577795e+01  1.608076e+01
y_rep[315]     1.526069e+01  1.535210e+01  1.544068e+01  1.575192e+01
y_rep[316]     1.513055e+01  1.522200e+01  1.530704e+01  1.561595e+01
y_rep[317]     1.481853e+01  1.490738e+01  1.499385e+01  1.528189e+01
y_rep[318]     1.462495e+01  1.471356e+01  1.480237e+01  1.507516e+01
y_rep[319]     1.472476e+01  1.481569e+01  1.490297e+01  1.521995e+01
y_rep[320]     1.397950e+01  1.407103e+01  1.415858e+01  1.442834e+01
y_rep[321]     1.305230e+01  1.314385e+01  1.323641e+01  1.355921e+01
y_rep[322]     1.299347e+01  1.308322e+01  1.317329e+01  1.346745e+01
y_rep[323]     1.249929e+01  1.258756e+01  1.267675e+01  1.297186e+01
y_rep[324]     1.272976e+01  1.282394e+01  1.291365e+01  1.322882e+01
y_rep[325]     1.304131e+01  1.313262e+01  1.322275e+01  1.352925e+01
y_rep[326]     1.315592e+01  1.324440e+01  1.333676e+01  1.362860e+01
y_rep[327]     1.348432e+01  1.357150e+01  1.366043e+01  1.396604e+01
y_rep[328]     1.340617e+01  1.349497e+01  1.358359e+01  1.388198e+01
y_rep[329]     1.343083e+01  1.351871e+01  1.360569e+01  1.390526e+01
y_rep[330]     1.345623e+01  1.354725e+01  1.363602e+01  1.395833e+01
y_rep[331]     1.348786e+01  1.357874e+01  1.367165e+01  1.396890e+01
y_rep[332]     1.280430e+01  1.289746e+01  1.298641e+01  1.329329e+01
y_rep[333]     1.337752e+01  1.346939e+01  1.356340e+01  1.387083e+01
y_rep[334]     1.352620e+01  1.361608e+01  1.370526e+01  1.400451e+01
y_rep[335]     1.332029e+01  1.340772e+01  1.349606e+01  1.380508e+01
y_rep[336]     1.311596e+01  1.320668e+01  1.329940e+01  1.361192e+01
y_rep[337]     1.308716e+01  1.317843e+01  1.326695e+01  1.357820e+01
y_rep[338]     1.360785e+01  1.369667e+01  1.378517e+01  1.409190e+01
y_rep[339]     1.379133e+01  1.387922e+01  1.396827e+01  1.427377e+01
y_rep[340]     1.406648e+01  1.415412e+01  1.424453e+01  1.456160e+01
y_rep[341]     1.373106e+01  1.381802e+01  1.390659e+01  1.418658e+01
y_rep[342]     1.385481e+01  1.394854e+01  1.404096e+01  1.434070e+01
y_rep[343]     1.413307e+01  1.422238e+01  1.430993e+01  1.458661e+01
y_rep[344]     1.394560e+01  1.403321e+01  1.412534e+01  1.444318e+01
y_rep[345]     1.416498e+01  1.425409e+01  1.434687e+01  1.464823e+01
y_rep[346]     1.443051e+01  1.452165e+01  1.461302e+01  1.491355e+01
y_rep[347]     1.397227e+01  1.406001e+01  1.414839e+01  1.443623e+01
y_rep[348]     1.390316e+01  1.399393e+01  1.408656e+01  1.442778e+01
y_rep[349]     1.371708e+01  1.380968e+01  1.390298e+01  1.418881e+01
y_rep[350]     1.379935e+01  1.389174e+01  1.398437e+01  1.428205e+01
y_rep[351]     1.389389e+01  1.398724e+01  1.407595e+01  1.438329e+01
y_rep[352]     1.436269e+01  1.445062e+01  1.453960e+01  1.485336e+01
y_rep[353]     1.438722e+01  1.447582e+01  1.456574e+01  1.485641e+01
y_rep[354]     1.523697e+01  1.532603e+01  1.541273e+01  1.570526e+01
y_rep[355]     1.525952e+01  1.535295e+01  1.544190e+01  1.574858e+01
y_rep[356]     1.530586e+01  1.539966e+01  1.548715e+01  1.580041e+01
y_rep[357]     1.725302e+01  1.734423e+01  1.744128e+01  1.776409e+01
y_rep[358]     1.897575e+01  1.906565e+01  1.915603e+01  1.944578e+01
y_rep[359]     1.811750e+01  1.820727e+01  1.829789e+01  1.860453e+01
y_rep[360]     1.894806e+01  1.903756e+01  1.912700e+01  1.945199e+01
y_rep[361]     1.887901e+01  1.897202e+01  1.906157e+01  1.935904e+01
y_rep[362]     1.899978e+01  1.909241e+01  1.918080e+01  1.948910e+01
y_rep[363]     1.998871e+01  2.008016e+01  2.017065e+01  2.047067e+01
y_rep[364]     2.037913e+01  2.046894e+01  2.056283e+01  2.086950e+01
y_rep[365]     1.998785e+01  2.008095e+01  2.017079e+01  2.047359e+01
y_rep[366]     2.021744e+01  2.030735e+01  2.039505e+01  2.069232e+01
y_rep[367]     2.095864e+01  2.105220e+01  2.113799e+01  2.141859e+01
y_rep[368]     2.084993e+01  2.094335e+01  2.103352e+01  2.129489e+01
y_rep[369]     2.133551e+01  2.142540e+01  2.151830e+01  2.181030e+01
y_rep[370]     2.172038e+01  2.180978e+01  2.190126e+01  2.220381e+01
y_rep[371]     2.127809e+01  2.136751e+01  2.145801e+01  2.175890e+01
y_rep[372]     2.186421e+01  2.195491e+01  2.204488e+01  2.234055e+01
y_rep[373]     2.209379e+01  2.218641e+01  2.227611e+01  2.256800e+01
y_rep[374]     2.183295e+01  2.192134e+01  2.201186e+01  2.232544e+01
y_rep[375]     2.186466e+01  2.195679e+01  2.204865e+01  2.236789e+01
y_rep[376]     2.196998e+01  2.205885e+01  2.215156e+01  2.245410e+01
y_rep[377]     2.185352e+01  2.194603e+01  2.203490e+01  2.233283e+01
y_rep[378]     2.180550e+01  2.189632e+01  2.198526e+01  2.230544e+01
y_rep[379]     2.148208e+01  2.157717e+01  2.166602e+01  2.196641e+01
y_rep[380]     1.944720e+01  1.954560e+01  1.963810e+01  1.992859e+01
y_rep[381]     1.986625e+01  1.995725e+01  2.005123e+01  2.035847e+01
y_rep[382]     2.057290e+01  2.066638e+01  2.075493e+01  2.105318e+01
y_rep[383]     2.021907e+01  2.031155e+01  2.040090e+01  2.072143e+01
y_rep[384]     1.990870e+01  1.999820e+01  2.009223e+01  2.038417e+01
y_rep[385]     1.970842e+01  1.979547e+01  1.988846e+01  2.016401e+01
y_rep[386]     1.926408e+01  1.935732e+01  1.944813e+01  1.974637e+01
y_rep[387]     1.976031e+01  1.985146e+01  1.994085e+01  2.025064e+01
y_rep[388]     2.024817e+01  2.034309e+01  2.043511e+01  2.074218e+01
y_rep[389]     1.993034e+01  2.001940e+01  2.011193e+01  2.038989e+01
y_rep[390]     1.938028e+01  1.946989e+01  1.955938e+01  1.986588e+01
y_rep[391]     1.919581e+01  1.928528e+01  1.937491e+01  1.966374e+01
y_rep[392]     1.851091e+01  1.860085e+01  1.869170e+01  1.901476e+01
y_rep[393]     1.883282e+01  1.892528e+01  1.901387e+01  1.932288e+01
y_rep[394]     1.885196e+01  1.894503e+01  1.903185e+01  1.933712e+01
y_rep[395]     1.849320e+01  1.858640e+01  1.867698e+01  1.898473e+01
y_rep[396]     1.801065e+01  1.810034e+01  1.819253e+01  1.849321e+01
y_rep[397]     1.794030e+01  1.802991e+01  1.812696e+01  1.845272e+01
y_rep[398]     1.794260e+01  1.803253e+01  1.812429e+01  1.840666e+01
y_rep[399]     1.780971e+01  1.790427e+01  1.799303e+01  1.831009e+01
y_rep[400]     1.741404e+01  1.750269e+01  1.759472e+01  1.790910e+01
y_rep[401]     1.760213e+01  1.769106e+01  1.777966e+01  1.807693e+01
y_rep[402]     1.748109e+01  1.757427e+01  1.766571e+01  1.796136e+01
y_rep[403]     1.718083e+01  1.727218e+01  1.736302e+01  1.765833e+01
y_rep[404]     1.665917e+01  1.675076e+01  1.684255e+01  1.714708e+01
y_rep[405]     1.587181e+01  1.595736e+01  1.604656e+01  1.635369e+01
y_rep[406]     1.599127e+01  1.608607e+01  1.617840e+01  1.647305e+01
y_rep[407]     1.630440e+01  1.639471e+01  1.649029e+01  1.679395e+01
y_rep[408]     1.612585e+01  1.621539e+01  1.630498e+01  1.657852e+01
y_rep[409]     1.585935e+01  1.595074e+01  1.603919e+01  1.635355e+01
y_rep[410]     1.528305e+01  1.537431e+01  1.546368e+01  1.577018e+01
y_rep[411]     1.506218e+01  1.515333e+01  1.524637e+01  1.555937e+01
y_rep[412]     1.523175e+01  1.532233e+01  1.541289e+01  1.571436e+01
y_rep[413]     1.523514e+01  1.532299e+01  1.541344e+01  1.572198e+01
y_rep[414]     1.494194e+01  1.503161e+01  1.511887e+01  1.542435e+01
y_rep[415]     1.488195e+01  1.497113e+01  1.506027e+01  1.537434e+01
y_rep[416]     1.502712e+01  1.511857e+01  1.520856e+01  1.552884e+01
y_rep[417]     1.473551e+01  1.482464e+01  1.491695e+01  1.522515e+01
y_rep[418]     1.497699e+01  1.506402e+01  1.516080e+01  1.545546e+01
y_rep[419]     1.597548e+01  1.606696e+01  1.615871e+01  1.647258e+01
y_rep[420]     1.576926e+01  1.586316e+01  1.595127e+01  1.624266e+01
y_rep[421]     1.556045e+01  1.565029e+01  1.574140e+01  1.604368e+01
y_rep[422]     1.519036e+01  1.527934e+01  1.537084e+01  1.569435e+01
y_rep[423]     1.483434e+01  1.492512e+01  1.501631e+01  1.533194e+01
y_rep[424]     1.534493e+01  1.543544e+01  1.552701e+01  1.582385e+01
y_rep[425]     1.581123e+01  1.590290e+01  1.599284e+01  1.631206e+01
y_rep[426]     1.579957e+01  1.588852e+01  1.598009e+01  1.629669e+01
y_rep[427]     1.580908e+01  1.590387e+01  1.599354e+01  1.630822e+01
y_rep[428]     1.593231e+01  1.602138e+01  1.611139e+01  1.642523e+01
y_rep[429]     1.562913e+01  1.572169e+01  1.580978e+01  1.612216e+01
y_rep[430]     1.570249e+01  1.579158e+01  1.588228e+01  1.617889e+01
y_rep[431]     1.603393e+01  1.612750e+01  1.622184e+01  1.651756e+01
y_rep[432]     1.582935e+01  1.592146e+01  1.601248e+01  1.629031e+01
y_rep[433]     1.608739e+01  1.617905e+01  1.627211e+01  1.659222e+01
y_rep[434]     1.638010e+01  1.646768e+01  1.655755e+01  1.687170e+01
y_rep[435]     1.608971e+01  1.618070e+01  1.626805e+01  1.658862e+01
y_rep[436]     1.581195e+01  1.590401e+01  1.599462e+01  1.629931e+01
y_rep[437]     1.622230e+01  1.631195e+01  1.640388e+01  1.671478e+01
y_rep[438]     1.582497e+01  1.591685e+01  1.600650e+01  1.630387e+01
y_rep[439]     1.562742e+01  1.571865e+01  1.580881e+01  1.612702e+01
y_rep[440]     1.567615e+01  1.576700e+01  1.585516e+01  1.615537e+01
y_rep[441]     1.553907e+01  1.563314e+01  1.572154e+01  1.601191e+01
y_rep[442]     1.519602e+01  1.528271e+01  1.537468e+01  1.567867e+01
y_rep[443]     1.541508e+01  1.550456e+01  1.559804e+01  1.591684e+01
y_rep[444]     1.508706e+01  1.517868e+01  1.526780e+01  1.559101e+01
y_rep[445]     1.503234e+01  1.512241e+01  1.521194e+01  1.551555e+01
y_rep[446]     1.563697e+01  1.572482e+01  1.582154e+01  1.614641e+01
y_rep[447]     1.558601e+01  1.567827e+01  1.577122e+01  1.607641e+01
y_rep[448]     1.461450e+01  1.470743e+01  1.479973e+01  1.513476e+01
y_rep[449]     1.478214e+01  1.487275e+01  1.495958e+01  1.525719e+01
y_rep[450]     1.457869e+01  1.467038e+01  1.476189e+01  1.505714e+01
y_rep[451]     1.434774e+01  1.443971e+01  1.452900e+01  1.482595e+01
y_rep[452]     1.425771e+01  1.434754e+01  1.443679e+01  1.473845e+01
y_rep[453]     1.390494e+01  1.399553e+01  1.408390e+01  1.439124e+01
y_rep[454]     1.353621e+01  1.362600e+01  1.371738e+01  1.400853e+01
y_rep[455]     1.474438e+01  1.483328e+01  1.492304e+01  1.524231e+01
y_rep[456]     1.479473e+01  1.488862e+01  1.497520e+01  1.525075e+01
y_rep[457]     1.464102e+01  1.473025e+01  1.482045e+01  1.511379e+01
y_rep[458]     1.476844e+01  1.486055e+01  1.495022e+01  1.525535e+01
y_rep[459]     1.485290e+01  1.494550e+01  1.503674e+01  1.534984e+01
y_rep[460]     1.436076e+01  1.444797e+01  1.453765e+01  1.486263e+01
y_rep[461]     1.471840e+01  1.480967e+01  1.490651e+01  1.521647e+01
y_rep[462]     1.447681e+01  1.456925e+01  1.465877e+01  1.493845e+01
y_rep[463]     1.404989e+01  1.413748e+01  1.422657e+01  1.453751e+01
y_rep[464]     1.403361e+01  1.412304e+01  1.421294e+01  1.451508e+01
y_rep[465]     1.374900e+01  1.383775e+01  1.392646e+01  1.422341e+01
y_rep[466]     1.375329e+01  1.384466e+01  1.393376e+01  1.424431e+01
y_rep[467]     1.532393e+01  1.541865e+01  1.551324e+01  1.582810e+01
y_rep[468]     1.496624e+01  1.505761e+01  1.515134e+01  1.545490e+01
y_rep[469]     1.515143e+01  1.524301e+01  1.533056e+01  1.562670e+01
y_rep[470]     1.561026e+01  1.569870e+01  1.579097e+01  1.609248e+01
y_rep[471]     1.588197e+01  1.597018e+01  1.606120e+01  1.635968e+01
y_rep[472]     1.553131e+01  1.562011e+01  1.571106e+01  1.601525e+01
y_rep[473]     1.900401e+01  1.909258e+01  1.918442e+01  1.947813e+01
y_rep[474]     2.203827e+01  2.213249e+01  2.222567e+01  2.252790e+01
y_rep[475]     2.169662e+01  2.178958e+01  2.188112e+01  2.218191e+01
y_rep[476]     2.173840e+01  2.182913e+01  2.192061e+01  2.222451e+01
y_rep[477]     2.148834e+01  2.157393e+01  2.166805e+01  2.198524e+01
y_rep[478]     2.051811e+01  2.060802e+01  2.070018e+01  2.100036e+01
y_rep[479]     2.135107e+01  2.144492e+01  2.153822e+01  2.184489e+01
y_rep[480]     2.114816e+01  2.124331e+01  2.133391e+01  2.163487e+01
y_rep[481]     2.099485e+01  2.108755e+01  2.117807e+01  2.147935e+01
y_rep[482]     2.093225e+01  2.101764e+01  2.111060e+01  2.140749e+01
y_rep[483]     2.119002e+01  2.127824e+01  2.137210e+01  2.167241e+01
y_rep[484]     2.123549e+01  2.132762e+01  2.142189e+01  2.171940e+01
y_rep[485]     2.150338e+01  2.159195e+01  2.168578e+01  2.203217e+01
y_rep[486]     2.170414e+01  2.179547e+01  2.188547e+01  2.216772e+01
y_rep[487]     2.132740e+01  2.141512e+01  2.150683e+01  2.183842e+01
y_rep[488]     2.229237e+01  2.238453e+01  2.247772e+01  2.280140e+01
y_rep[489]     2.207544e+01  2.216640e+01  2.225811e+01  2.258349e+01
y_rep[490]     2.136552e+01  2.145537e+01  2.154690e+01  2.185668e+01
y_rep[491]     2.140864e+01  2.150112e+01  2.159416e+01  2.190520e+01
y_rep[492]     2.111089e+01  2.120077e+01  2.128963e+01  2.158758e+01
y_rep[493]     2.067106e+01  2.076454e+01  2.085627e+01  2.115957e+01
y_rep[494]     2.104247e+01  2.113291e+01  2.122587e+01  2.153616e+01
y_rep[495]     2.089385e+01  2.098254e+01  2.107362e+01  2.138299e+01
y_rep[496]     1.897842e+01  1.907024e+01  1.916537e+01  1.948671e+01
y_rep[497]     1.575614e+01  1.584822e+01  1.594305e+01  1.626479e+01
y_rep[498]     1.633971e+01  1.644193e+01  1.654286e+01  1.684558e+01
y_rep[499]     1.654201e+01  1.663793e+01  1.673760e+01  1.703723e+01
y_rep[500]     1.561223e+01  1.570176e+01  1.579236e+01  1.608826e+01
y_rep[501]     1.576235e+01  1.585279e+01  1.594155e+01  1.623482e+01
y_rep[502]     1.534948e+01  1.544058e+01  1.553169e+01  1.582192e+01
y_rep[503]     1.553552e+01  1.563004e+01  1.571865e+01  1.603979e+01
y_rep[504]     1.556114e+01  1.565382e+01  1.574804e+01  1.606918e+01
y_rep[505]     1.517338e+01  1.526255e+01  1.535345e+01  1.566225e+01
y_rep[506]     1.486054e+01  1.494863e+01  1.503888e+01  1.534141e+01
y_rep[507]     1.468998e+01  1.478010e+01  1.487109e+01  1.519571e+01
y_rep[508]     1.410636e+01  1.419745e+01  1.428861e+01  1.456422e+01
y_rep[509]     1.439374e+01  1.448902e+01  1.458172e+01  1.489032e+01
y_rep[510]     1.404580e+01  1.413725e+01  1.422948e+01  1.452753e+01
y_rep[511]     1.347725e+01  1.356550e+01  1.365816e+01  1.397087e+01
y_rep[512]     1.360595e+01  1.369846e+01  1.378973e+01  1.411222e+01
y_rep[513]     1.317758e+01  1.326660e+01  1.335883e+01  1.365936e+01
y_rep[514]     1.275305e+01  1.284608e+01  1.293423e+01  1.320703e+01
y_rep[515]     1.278933e+01  1.288016e+01  1.297265e+01  1.328731e+01
y_rep[516]     1.311320e+01  1.320145e+01  1.329378e+01  1.360219e+01
y_rep[517]     1.272472e+01  1.281421e+01  1.290311e+01  1.320743e+01
y_rep[518]     1.293274e+01  1.302473e+01  1.311590e+01  1.341212e+01
y_rep[519]     1.288914e+01  1.298194e+01  1.307107e+01  1.336107e+01
y_rep[520]     1.229227e+01  1.238144e+01  1.247323e+01  1.278095e+01
y_rep[521]     1.261421e+01  1.270217e+01  1.279430e+01  1.310871e+01
y_rep[522]     1.247511e+01  1.256478e+01  1.265141e+01  1.296108e+01
y_rep[523]     1.225280e+01  1.234369e+01  1.243650e+01  1.274335e+01
y_rep[524]     1.209964e+01  1.218926e+01  1.228076e+01  1.258476e+01
y_rep[525]     1.220228e+01  1.229717e+01  1.238937e+01  1.267119e+01
y_rep[526]     1.170084e+01  1.179327e+01  1.188496e+01  1.218175e+01
y_rep[527]     1.163803e+01  1.172912e+01  1.181936e+01  1.212713e+01
y_rep[528]     1.214943e+01  1.224156e+01  1.233592e+01  1.264247e+01
y_rep[529]     1.190523e+01  1.199677e+01  1.209006e+01  1.241010e+01
y_rep[530]     1.220260e+01  1.229506e+01  1.238337e+01  1.269083e+01
y_rep[531]     1.201862e+01  1.210586e+01  1.219565e+01  1.250550e+01
y_rep[532]     1.136977e+01  1.146154e+01  1.155231e+01  1.183106e+01
y_rep[533]     1.162167e+01  1.171330e+01  1.180454e+01  1.208942e+01
y_rep[534]     1.178658e+01  1.187242e+01  1.196684e+01  1.227020e+01
y_rep[535]     1.158148e+01  1.167307e+01  1.176712e+01  1.207162e+01
y_rep[536]     1.257392e+01  1.266092e+01  1.275431e+01  1.307401e+01
y_rep[537]     1.217370e+01  1.226558e+01  1.235427e+01  1.267422e+01
y_rep[538]     1.173679e+01  1.182845e+01  1.191980e+01  1.223122e+01
y_rep[539]     1.178063e+01  1.187074e+01  1.195989e+01  1.226554e+01
y_rep[540]     1.146739e+01  1.155598e+01  1.164544e+01  1.197536e+01
y_rep[541]     1.140485e+01  1.149599e+01  1.158874e+01  1.189397e+01
y_rep[542]     1.149340e+01  1.158417e+01  1.167093e+01  1.195082e+01
y_rep[543]     1.124786e+01  1.133680e+01  1.142642e+01  1.172573e+01
y_rep[544]     1.105829e+01  1.114481e+01  1.123207e+01  1.157545e+01
y_rep[545]     1.161466e+01  1.170232e+01  1.179209e+01  1.210731e+01
y_rep[546]     1.123049e+01  1.132141e+01  1.141283e+01  1.169694e+01
y_rep[547]     1.128536e+01  1.137551e+01  1.146342e+01  1.175728e+01
y_rep[548]     1.120413e+01  1.129593e+01  1.138578e+01  1.170833e+01
y_rep[549]     1.152840e+01  1.162135e+01  1.171238e+01  1.202892e+01
y_rep[550]     1.146064e+01  1.154879e+01  1.163923e+01  1.194983e+01
y_rep[551]     1.117217e+01  1.126397e+01  1.135566e+01  1.168496e+01
y_rep[552]     1.090206e+01  1.098971e+01  1.108073e+01  1.137951e+01
y_rep[553]     1.075855e+01  1.085254e+01  1.094386e+01  1.123823e+01
y_rep[554]     1.094905e+01  1.103864e+01  1.112531e+01  1.142039e+01
y_rep[555]     1.088316e+01  1.097382e+01  1.106513e+01  1.136217e+01
y_rep[556]     1.033483e+01  1.042568e+01  1.051641e+01  1.082057e+01
y_rep[557]     1.015631e+01  1.024406e+01  1.033239e+01  1.063511e+01
y_rep[558]     1.024519e+01  1.033301e+01  1.042090e+01  1.074160e+01
y_rep[559]     9.972011e+00  1.005908e+01  1.015054e+01  1.046321e+01
y_rep[560]     1.315762e+01  1.325310e+01  1.334617e+01  1.363376e+01
y_rep[561]     1.271350e+01  1.280282e+01  1.289147e+01  1.317092e+01
y_rep[562]     1.255865e+01  1.264877e+01  1.274037e+01  1.305928e+01
y_rep[563]     1.290327e+01  1.299448e+01  1.308593e+01  1.339349e+01
y_rep[564]     1.337798e+01  1.346855e+01  1.355938e+01  1.386770e+01
y_rep[565]     1.288001e+01  1.297146e+01  1.306210e+01  1.336776e+01
y_rep[566]     1.310367e+01  1.319597e+01  1.328558e+01  1.357065e+01
y_rep[567]     1.283028e+01  1.291789e+01  1.301034e+01  1.329639e+01
y_rep[568]     1.242318e+01  1.251739e+01  1.260696e+01  1.288639e+01
y_rep[569]     1.276206e+01  1.285081e+01  1.293995e+01  1.323241e+01
y_rep[570]     1.262415e+01  1.271529e+01  1.280371e+01  1.309104e+01
y_rep[571]     1.258757e+01  1.267622e+01  1.276773e+01  1.305726e+01
y_rep[572]     1.222520e+01  1.231050e+01  1.239924e+01  1.271617e+01
y_rep[573]     1.226927e+01  1.236051e+01  1.245094e+01  1.277177e+01
y_rep[574]     1.201422e+01  1.210241e+01  1.219221e+01  1.249189e+01
y_rep[575]     1.223193e+01  1.231985e+01  1.241030e+01  1.271178e+01
y_rep[576]     1.197552e+01  1.206225e+01  1.215158e+01  1.245177e+01
y_rep[577]     1.188391e+01  1.197506e+01  1.206222e+01  1.235949e+01
y_rep[578]     1.225559e+01  1.234311e+01  1.243781e+01  1.273665e+01
y_rep[579]     1.225159e+01  1.234366e+01  1.243367e+01  1.272061e+01
y_rep[580]     1.194805e+01  1.204170e+01  1.213386e+01  1.242943e+01
y_rep[581]     1.204236e+01  1.213487e+01  1.222494e+01  1.254714e+01
y_rep[582]     1.208314e+01  1.217232e+01  1.226166e+01  1.256947e+01
y_rep[583]     1.092018e+01  1.101457e+01  1.110948e+01  1.143277e+01
y_rep[584]     1.097206e+01  1.106190e+01  1.115329e+01  1.146409e+01
y_rep[585]     1.075933e+01  1.084775e+01  1.093776e+01  1.123692e+01
y_rep[586]     1.038233e+01  1.047609e+01  1.056763e+01  1.086535e+01
y_rep[587]     1.051141e+01  1.060009e+01  1.069232e+01  1.098887e+01
y_rep[588]     1.114456e+01  1.123540e+01  1.132519e+01  1.164440e+01
y_rep[589]     1.116674e+01  1.126071e+01  1.135260e+01  1.165180e+01
y_rep[590]     1.145023e+01  1.154172e+01  1.163224e+01  1.193931e+01
y_rep[591]     1.151119e+01  1.160195e+01  1.169143e+01  1.200193e+01
y_rep[592]     1.757083e+01  1.770386e+01  1.783180e+01  1.815082e+01
y_rep[593]     1.856711e+01  1.866053e+01  1.875425e+01  1.905038e+01
y_rep[594]     1.909869e+01  1.919493e+01  1.928995e+01  1.959714e+01
y_rep[595]     1.849042e+01  1.858129e+01  1.867378e+01  1.898055e+01
y_rep[596]     1.898467e+01  1.907494e+01  1.916578e+01  1.947493e+01
y_rep[597]     1.934071e+01  1.943025e+01  1.952306e+01  1.983277e+01
y_rep[598]     1.920399e+01  1.929311e+01  1.938729e+01  1.968783e+01
y_rep[599]     1.950522e+01  1.960063e+01  1.969236e+01  1.998646e+01
y_rep[600]     1.929789e+01  1.939061e+01  1.947862e+01  1.979339e+01
y_rep[601]     1.938190e+01  1.947115e+01  1.955822e+01  1.985871e+01
y_rep[602]     1.949525e+01  1.958446e+01  1.967290e+01  1.999087e+01
y_rep[603]     2.034557e+01  2.043763e+01  2.052854e+01  2.082542e+01
y_rep[604]     2.010254e+01  2.019518e+01  2.029153e+01  2.062094e+01
y_rep[605]     1.992372e+01  2.001548e+01  2.010615e+01  2.041622e+01
y_rep[606]     2.027058e+01  2.036590e+01  2.045908e+01  2.074811e+01
y_rep[607]     2.031065e+01  2.040424e+01  2.049258e+01  2.077459e+01
y_rep[608]     2.034824e+01  2.043612e+01  2.052729e+01  2.083421e+01
y_rep[609]     2.063179e+01  2.071845e+01  2.081127e+01  2.113241e+01
y_rep[610]     2.029986e+01  2.039203e+01  2.048017e+01  2.078277e+01
y_rep[611]     2.063143e+01  2.072511e+01  2.081563e+01  2.111291e+01
y_rep[612]     2.033080e+01  2.042259e+01  2.051338e+01  2.081651e+01
y_rep[613]     2.000506e+01  2.009513e+01  2.018557e+01  2.046814e+01
y_rep[614]     1.814728e+01  1.824013e+01  1.833571e+01  1.863433e+01
y_rep[615]     1.630912e+01  1.640143e+01  1.649415e+01  1.679676e+01
y_rep[616]     1.533242e+01  1.542153e+01  1.551365e+01  1.582223e+01
y_rep[617]     1.558406e+01  1.567748e+01  1.576914e+01  1.607603e+01
y_rep[618]     1.512264e+01  1.521319e+01  1.530937e+01  1.561832e+01
y_rep[619]     1.456335e+01  1.465340e+01  1.474173e+01  1.503879e+01
y_rep[620]     1.455117e+01  1.464613e+01  1.474050e+01  1.505412e+01
y_rep[621]     1.465243e+01  1.474214e+01  1.483175e+01  1.512366e+01
y_rep[622]     1.517024e+01  1.526187e+01  1.535263e+01  1.567646e+01
y_rep[623]     1.533030e+01  1.541952e+01  1.551255e+01  1.580871e+01
y_rep[624]     1.504405e+01  1.513643e+01  1.522822e+01  1.554195e+01
y_rep[625]     1.500690e+01  1.509628e+01  1.518618e+01  1.548562e+01
y_rep[626]     1.444195e+01  1.453215e+01  1.462209e+01  1.492756e+01
y_rep[627]     1.430815e+01  1.439547e+01  1.448351e+01  1.477310e+01
y_rep[628]     1.400281e+01  1.409653e+01  1.418598e+01  1.452277e+01
y_rep[629]     1.371192e+01  1.379949e+01  1.388716e+01  1.421013e+01
y_rep[630]     1.368316e+01  1.377891e+01  1.386863e+01  1.415447e+01
y_rep[631]     1.326586e+01  1.335611e+01  1.344491e+01  1.376451e+01
y_rep[632]     1.330137e+01  1.339177e+01  1.348236e+01  1.377863e+01
y_rep[633]     1.334480e+01  1.343258e+01  1.352488e+01  1.382074e+01
y_rep[634]     1.314386e+01  1.323282e+01  1.331982e+01  1.361911e+01
y_rep[635]     1.267229e+01  1.276598e+01  1.285838e+01  1.315584e+01
y_rep[636]     1.260016e+01  1.268915e+01  1.277850e+01  1.305871e+01
y_rep[637]     1.217091e+01  1.226377e+01  1.235430e+01  1.265213e+01
y_rep[638]     1.265897e+01  1.275185e+01  1.284549e+01  1.313219e+01
y_rep[639]     1.288036e+01  1.297317e+01  1.306270e+01  1.336428e+01
y_rep[640]     1.270507e+01  1.279569e+01  1.288082e+01  1.318598e+01
y_rep[641]     1.249045e+01  1.257885e+01  1.266952e+01  1.296212e+01
y_rep[642]     1.272037e+01  1.280874e+01  1.289597e+01  1.318307e+01
y_rep[643]     1.241900e+01  1.250812e+01  1.259928e+01  1.291055e+01
y_rep[644]     1.225340e+01  1.234149e+01  1.243373e+01  1.272114e+01
y_rep[645]     1.224318e+01  1.233241e+01  1.242498e+01  1.274641e+01
y_rep[646]     1.184328e+01  1.193591e+01  1.202385e+01  1.232185e+01
y_rep[647]     1.184895e+01  1.193858e+01  1.203526e+01  1.233622e+01
y_rep[648]     1.195961e+01  1.204950e+01  1.213876e+01  1.246961e+01
y_rep[649]     1.228687e+01  1.238049e+01  1.246939e+01  1.279534e+01
y_rep[650]     1.233687e+01  1.242900e+01  1.251736e+01  1.280775e+01
y_rep[651]     1.243603e+01  1.252966e+01  1.262136e+01  1.291733e+01
y_rep[652]     1.236342e+01  1.245651e+01  1.254595e+01  1.284743e+01
y_rep[653]     1.238982e+01  1.248027e+01  1.256580e+01  1.286678e+01
y_rep[654]     1.241260e+01  1.250389e+01  1.259704e+01  1.290898e+01
y_rep[655]     1.244417e+01  1.253527e+01  1.262570e+01  1.294358e+01
y_rep[656]     1.239966e+01  1.248699e+01  1.257788e+01  1.287988e+01
y_rep[657]     1.242990e+01  1.251920e+01  1.260759e+01  1.292961e+01
y_rep[658]     1.243867e+01  1.252557e+01  1.261557e+01  1.293409e+01
y_rep[659]     1.247834e+01  1.256442e+01  1.265853e+01  1.296479e+01
y_rep[660]     1.226831e+01  1.236228e+01  1.244835e+01  1.274338e+01
y_rep[661]     1.191040e+01  1.200160e+01  1.209247e+01  1.237294e+01
y_rep[662]     1.203426e+01  1.212477e+01  1.221563e+01  1.253192e+01
y_rep[663]     1.203315e+01  1.211987e+01  1.220976e+01  1.249612e+01
y_rep[664]     1.234677e+01  1.244090e+01  1.253096e+01  1.284219e+01
y_rep[665]     1.264129e+01  1.273359e+01  1.282283e+01  1.310722e+01
y_rep[666]     1.211513e+01  1.220656e+01  1.229431e+01  1.260057e+01
y_rep[667]     1.233550e+01  1.242552e+01  1.251213e+01  1.280505e+01
y_rep[668]     1.196825e+01  1.205954e+01  1.214993e+01  1.245006e+01
y_rep[669]     1.179595e+01  1.188428e+01  1.197269e+01  1.228498e+01
y_rep[670]     1.199118e+01  1.208142e+01  1.216824e+01  1.248645e+01
y_rep[671]     1.228851e+01  1.237651e+01  1.246539e+01  1.277172e+01
y_rep[672]     1.205581e+01  1.214377e+01  1.223098e+01  1.253060e+01
y_rep[673]     1.177372e+01  1.186185e+01  1.195398e+01  1.225346e+01
y_rep[674]     1.182644e+01  1.191610e+01  1.200608e+01  1.230228e+01
y_rep[675]     1.168729e+01  1.177854e+01  1.186790e+01  1.217671e+01
y_rep[676]     1.181586e+01  1.190958e+01  1.199876e+01  1.230487e+01
y_rep[677]     1.197331e+01  1.206618e+01  1.215512e+01  1.244879e+01
y_rep[678]     1.144206e+01  1.153134e+01  1.162266e+01  1.194884e+01
y_rep[679]     1.142849e+01  1.151684e+01  1.160554e+01  1.190505e+01
y_rep[680]     1.101738e+01  1.110689e+01  1.119835e+01  1.150121e+01
y_rep[681]     1.081363e+01  1.090455e+01  1.099576e+01  1.129320e+01
y_rep[682]     1.114811e+01  1.123889e+01  1.132938e+01  1.162006e+01
y_rep[683]     1.141635e+01  1.150618e+01  1.159915e+01  1.190326e+01
y_rep[684]     1.116263e+01  1.125384e+01  1.134502e+01  1.166705e+01
y_rep[685]     1.093818e+01  1.103112e+01  1.112129e+01  1.142597e+01
y_rep[686]     1.078893e+01  1.087915e+01  1.097167e+01  1.129389e+01
y_rep[687]     1.052192e+01  1.061724e+01  1.070387e+01  1.098578e+01
y_rep[688]     1.086819e+01  1.096168e+01  1.105078e+01  1.134817e+01
y_rep[689]     1.067574e+01  1.076911e+01  1.085961e+01  1.116517e+01
y_rep[690]     1.081833e+01  1.090919e+01  1.099678e+01  1.130777e+01
y_rep[691]     1.080836e+01  1.090041e+01  1.098973e+01  1.127888e+01
y_rep[692]     1.091461e+01  1.100781e+01  1.109703e+01  1.141111e+01
y_rep[693]     1.059151e+01  1.067990e+01  1.077008e+01  1.108235e+01
y_rep[694]     1.057502e+01  1.066623e+01  1.075313e+01  1.106488e+01
y_rep[695]     1.050975e+01  1.059786e+01  1.068966e+01  1.101401e+01
y_rep[696]     1.037528e+01  1.046801e+01  1.056162e+01  1.087946e+01
y_rep[697]     1.023470e+01  1.032511e+01  1.041040e+01  1.070172e+01
y_rep[698]     1.006763e+01  1.015929e+01  1.024873e+01  1.056676e+01
y_rep[699]     1.034589e+01  1.043822e+01  1.052672e+01  1.081363e+01
y_rep[700]     1.104561e+01  1.113843e+01  1.122719e+01  1.151337e+01
y_rep[701]     1.094024e+01  1.103212e+01  1.112232e+01  1.141916e+01
y_rep[702]     1.078154e+01  1.086899e+01  1.095649e+01  1.127157e+01
y_rep[703]     1.084727e+01  1.093598e+01  1.102539e+01  1.134850e+01
y_rep[704]     1.078933e+01  1.087752e+01  1.096419e+01  1.127480e+01
y_rep[705]     1.076721e+01  1.085459e+01  1.094422e+01  1.127378e+01
y_rep[706]     1.066477e+01  1.075128e+01  1.084094e+01  1.114967e+01
y_rep[707]     1.088601e+01  1.097650e+01  1.106742e+01  1.139930e+01
y_rep[708]     1.081242e+01  1.090243e+01  1.099171e+01  1.127532e+01
y_rep[709]     1.065114e+01  1.074703e+01  1.083711e+01  1.114750e+01
y_rep[710]     1.066585e+01  1.076036e+01  1.084922e+01  1.116906e+01
y_rep[711]     1.050199e+01  1.059533e+01  1.068643e+01  1.098800e+01
y_rep[712]     1.036763e+01  1.045561e+01  1.054513e+01  1.086007e+01
y_rep[713]     1.015753e+01  1.024949e+01  1.034126e+01  1.064676e+01
y_rep[714]     1.003942e+01  1.013310e+01  1.022275e+01  1.053160e+01
y_rep[715]     9.928921e+00  1.001831e+01  1.010741e+01  1.041754e+01
y_rep[716]     1.001293e+01  1.010469e+01  1.019618e+01  1.051317e+01
y_rep[717]     9.706793e+00  9.800448e+00  9.891336e+00  1.018378e+01
y_rep[718]     9.587351e+00  9.680200e+00  9.770396e+00  1.007005e+01
y_rep[719]     9.953500e+00  1.004730e+01  1.013742e+01  1.045205e+01
y_rep[720]     1.000103e+01  1.009322e+01  1.018707e+01  1.048438e+01
y_rep[721]     1.038465e+01  1.047080e+01  1.056372e+01  1.086073e+01
y_rep[722]     9.667900e+00  9.759223e+00  9.846456e+00  1.015355e+01
y_rep[723]     1.006327e+01  1.015360e+01  1.024513e+01  1.054744e+01
y_rep[724]     1.038225e+01  1.047368e+01  1.055960e+01  1.086982e+01
y_rep[725]     1.046584e+01  1.055483e+01  1.064985e+01  1.094711e+01
y_rep[726]     1.056896e+01  1.066384e+01  1.075464e+01  1.106685e+01
y_rep[727]     1.026425e+01  1.035228e+01  1.044327e+01  1.074765e+01
y_rep[728]     1.034392e+01  1.043559e+01  1.052540e+01  1.082812e+01
y_rep[729]     1.033965e+01  1.042984e+01  1.051962e+01  1.081415e+01
y_rep[730]     1.053541e+01  1.062010e+01  1.071499e+01  1.101638e+01
y_rep[731]     1.051380e+01  1.060657e+01  1.069912e+01  1.100784e+01
y_rep[732]     1.056259e+01  1.065384e+01  1.074804e+01  1.105724e+01
y_rep[733]     1.040880e+01  1.049628e+01  1.058858e+01  1.089676e+01
y_rep[734]     1.121500e+01  1.130577e+01  1.139545e+01  1.168851e+01
y_rep[735]     1.153352e+01  1.161910e+01  1.170822e+01  1.199217e+01
y_rep[736]     1.123890e+01  1.133302e+01  1.142355e+01  1.175050e+01
y_rep[737]     1.128737e+01  1.137883e+01  1.147467e+01  1.177776e+01
y_rep[738]     1.139155e+01  1.148149e+01  1.157019e+01  1.187720e+01
y_rep[739]     1.129718e+01  1.138709e+01  1.147773e+01  1.180280e+01
y_rep[740]     1.163429e+01  1.172948e+01  1.182002e+01  1.212098e+01
y_rep[741]     1.152064e+01  1.160999e+01  1.170143e+01  1.200377e+01
y_rep[742]     1.165861e+01  1.175176e+01  1.184009e+01  1.216302e+01
y_rep[743]     1.167829e+01  1.176647e+01  1.186072e+01  1.215986e+01
y_rep[744]     1.147118e+01  1.156049e+01  1.165191e+01  1.193822e+01
y_rep[745]     1.155685e+01  1.164386e+01  1.173356e+01  1.207178e+01
y_rep[746]     1.125531e+01  1.134316e+01  1.143486e+01  1.175671e+01
y_rep[747]     1.084829e+01  1.093558e+01  1.102822e+01  1.131863e+01
y_rep[748]     1.097348e+01  1.106262e+01  1.115053e+01  1.144530e+01
y_rep[749]     1.111798e+01  1.120746e+01  1.129598e+01  1.162333e+01
y_rep[750]     1.116122e+01  1.124818e+01  1.134485e+01  1.165195e+01
y_rep[751]     1.075921e+01  1.084871e+01  1.094015e+01  1.126590e+01
y_rep[752]     1.067590e+01  1.076556e+01  1.085393e+01  1.115096e+01
y_rep[753]     1.089944e+01  1.098728e+01  1.107933e+01  1.139753e+01
y_rep[754]     1.119163e+01  1.128360e+01  1.137299e+01  1.167159e+01
y_rep[755]     1.146110e+01  1.154994e+01  1.164179e+01  1.193478e+01
y_rep[756]     1.112471e+01  1.121372e+01  1.130510e+01  1.161538e+01
y_rep[757]     1.052654e+01  1.061662e+01  1.070605e+01  1.100513e+01
y_rep[758]     1.039641e+01  1.048691e+01  1.057908e+01  1.088359e+01
y_rep[759]     1.063166e+01  1.072089e+01  1.081063e+01  1.112646e+01
y_rep[760]     1.034978e+01  1.044009e+01  1.053187e+01  1.084543e+01
y_rep[761]     1.048123e+01  1.057102e+01  1.065889e+01  1.095727e+01
y_rep[762]     1.089350e+01  1.098355e+01  1.107563e+01  1.139890e+01
y_rep[763]     1.041007e+01  1.050411e+01  1.059111e+01  1.090874e+01
y_rep[764]     1.035493e+01  1.044842e+01  1.053949e+01  1.084746e+01
y_rep[765]     1.011547e+01  1.020690e+01  1.029145e+01  1.060551e+01
y_rep[766]     1.023683e+01  1.032760e+01  1.041422e+01  1.072582e+01
y_rep[767]     1.003403e+01  1.012225e+01  1.020999e+01  1.052021e+01
y_rep[768]     1.021449e+01  1.030019e+01  1.039094e+01  1.067747e+01
y_rep[769]     1.017860e+01  1.026795e+01  1.035893e+01  1.065162e+01
y_rep[770]     9.999714e+00  1.009060e+01  1.018289e+01  1.050134e+01
y_rep[771]     1.016352e+01  1.025257e+01  1.034237e+01  1.064976e+01
y_rep[772]     1.013433e+01  1.022207e+01  1.030909e+01  1.059429e+01
y_rep[773]     1.012047e+01  1.021129e+01  1.030142e+01  1.062926e+01
y_rep[774]     1.071942e+01  1.080890e+01  1.089875e+01  1.119834e+01
y_rep[775]     1.053053e+01  1.062208e+01  1.071118e+01  1.104638e+01
y_rep[776]     1.020828e+01  1.029828e+01  1.038777e+01  1.068388e+01
y_rep[777]     1.008308e+01  1.016969e+01  1.025997e+01  1.058040e+01
y_rep[778]     9.784469e+00  9.875044e+00  9.966868e+00  1.026408e+01
y_rep[779]     1.029752e+01  1.038942e+01  1.048034e+01  1.079037e+01
y_rep[780]     1.019604e+01  1.028286e+01  1.037384e+01  1.068779e+01
y_rep[781]     9.913337e+00  1.000543e+01  1.009418e+01  1.037633e+01
y_rep[782]     1.005326e+01  1.014332e+01  1.023083e+01  1.051759e+01
y_rep[783]     9.829397e+00  9.919451e+00  1.000711e+01  1.032664e+01
y_rep[784]     9.809316e+00  9.898591e+00  9.991056e+00  1.030396e+01
y_rep[785]     9.566457e+00  9.657103e+00  9.751388e+00  1.006348e+01
y_rep[786]     9.524647e+00  9.619367e+00  9.711914e+00  1.002473e+01
y_rep[787]     9.467959e+00  9.556780e+00  9.646845e+00  9.946983e+00
y_rep[788]     9.918129e+00  1.000469e+01  1.009686e+01  1.039796e+01
y_rep[789]     1.038915e+01  1.047947e+01  1.057142e+01  1.088340e+01
y_rep[790]     1.020767e+01  1.029927e+01  1.039043e+01  1.068829e+01
y_rep[791]     9.954574e+00  1.004674e+01  1.013542e+01  1.043286e+01
y_rep[792]     1.001368e+01  1.010160e+01  1.019365e+01  1.051390e+01
y_rep[793]     9.929812e+00  1.001860e+01  1.010943e+01  1.039701e+01
y_rep[794]     1.049764e+01  1.058609e+01  1.067711e+01  1.099022e+01
y_rep[795]     1.037310e+01  1.046281e+01  1.055337e+01  1.084854e+01
y_rep[796]     1.007811e+01  1.016975e+01  1.026232e+01  1.058199e+01
y_rep[797]     9.949310e+00  1.004039e+01  1.013296e+01  1.043138e+01
y_rep[798]     1.024731e+01  1.033686e+01  1.042663e+01  1.072222e+01
y_rep[799]     1.036071e+01  1.045194e+01  1.054124e+01  1.086675e+01
y_rep[800]     1.025189e+01  1.033831e+01  1.042943e+01  1.072802e+01
y_rep[801]     1.026529e+01  1.035609e+01  1.044304e+01  1.074402e+01
y_rep[802]     9.791581e+00  9.884683e+00  9.979260e+00  1.028980e+01
y_rep[803]     9.852004e+00  9.945704e+00  1.003461e+01  1.035755e+01
y_rep[804]     1.027556e+01  1.036512e+01  1.045509e+01  1.077506e+01
y_rep[805]     1.012001e+01  1.021003e+01  1.029841e+01  1.058151e+01
y_rep[806]     1.016485e+01  1.025514e+01  1.034577e+01  1.063558e+01
y_rep[807]     1.023122e+01  1.032096e+01  1.041118e+01  1.070535e+01
y_rep[808]     1.016750e+01  1.025912e+01  1.034777e+01  1.066400e+01
y_rep[809]     1.012380e+01  1.021623e+01  1.030840e+01  1.062069e+01
y_rep[810]     1.049582e+01  1.058973e+01  1.067892e+01  1.099875e+01
y_rep[811]     9.927284e+00  1.001678e+01  1.010964e+01  1.039878e+01
y_rep[812]     9.461123e+00  9.551892e+00  9.641389e+00  9.971741e+00
y_rep[813]     9.733276e+00  9.823240e+00  9.910672e+00  1.023107e+01
y_rep[814]     1.005517e+01  1.014694e+01  1.023708e+01  1.052129e+01
y_rep[815]     9.771005e+00  9.865472e+00  9.953421e+00  1.026522e+01
y_rep[816]     1.003775e+01  1.012592e+01  1.021616e+01  1.052107e+01
y_rep[817]     9.565514e+00  9.660628e+00  9.751763e+00  1.003460e+01
y_rep[818]     9.516844e+00  9.606078e+00  9.694613e+00  1.000394e+01
y_rep[819]     9.544307e+00  9.634343e+00  9.723258e+00  1.004171e+01
y_rep[820]     9.373721e+00  9.462217e+00  9.554080e+00  9.856523e+00
y_rep[821]     9.323443e+00  9.416270e+00  9.505938e+00  9.805243e+00
y_rep[822]     9.581268e+00  9.667933e+00  9.756774e+00  1.006200e+01
y_rep[823]     9.522474e+00  9.615072e+00  9.707705e+00  1.000382e+01
y_rep[824]     9.376182e+00  9.465224e+00  9.555554e+00  9.869025e+00
y_rep[825]     9.164171e+00  9.254263e+00  9.350454e+00  9.650362e+00
y_rep[826]     9.645469e+00  9.736166e+00  9.825175e+00  1.013555e+01
y_rep[827]     9.690994e+00  9.779004e+00  9.867017e+00  1.020737e+01
y_rep[828]     9.430611e+00  9.520760e+00  9.608969e+00  9.921082e+00
y_rep[829]     9.404571e+00  9.491113e+00  9.581364e+00  9.901007e+00
y_rep[830]     9.581530e+00  9.669297e+00  9.756719e+00  1.006341e+01
y_rep[831]     9.562136e+00  9.653179e+00  9.743557e+00  1.006135e+01
y_rep[832]     9.795739e+00  9.887625e+00  9.978682e+00  1.026157e+01
y_rep[833]     9.761625e+00  9.851305e+00  9.940539e+00  1.024147e+01
y_rep[834]     9.905828e+00  9.996995e+00  1.009102e+01  1.039017e+01
y_rep[835]     1.001335e+01  1.010228e+01  1.019579e+01  1.052386e+01
y_rep[836]     1.003197e+01  1.012075e+01  1.021222e+01  1.053765e+01
y_rep[837]     1.008392e+01  1.017679e+01  1.026599e+01  1.056042e+01
y_rep[838]     9.967580e+00  1.006166e+01  1.015302e+01  1.046269e+01
y_rep[839]     9.754853e+00  9.842662e+00  9.936031e+00  1.024799e+01
y_rep[840]     9.739720e+00  9.827358e+00  9.915468e+00  1.022221e+01
y_rep[841]     1.002629e+01  1.011191e+01  1.020334e+01  1.050412e+01
y_rep[842]     1.145693e+01  1.154676e+01  1.163933e+01  1.193101e+01
y_rep[843]     1.112279e+01  1.120886e+01  1.129852e+01  1.162288e+01
y_rep[844]     1.134085e+01  1.142807e+01  1.151966e+01  1.182858e+01
y_rep[845]     1.125454e+01  1.134524e+01  1.143370e+01  1.176101e+01
y_rep[846]     1.148292e+01  1.157440e+01  1.166179e+01  1.197245e+01
y_rep[847]     1.184282e+01  1.193390e+01  1.202379e+01  1.231991e+01
y_rep[848]     1.183799e+01  1.192802e+01  1.201799e+01  1.232532e+01
y_rep[849]     1.164815e+01  1.173992e+01  1.183472e+01  1.214289e+01
y_rep[850]     1.182500e+01  1.191573e+01  1.200810e+01  1.232205e+01
y_rep[851]     1.190103e+01  1.199088e+01  1.208396e+01  1.240063e+01
y_rep[852]     1.203635e+01  1.212234e+01  1.221412e+01  1.249752e+01
y_rep[853]     1.191394e+01  1.200287e+01  1.209730e+01  1.239910e+01
y_rep[854]     1.201767e+01  1.210925e+01  1.220201e+01  1.252631e+01
y_rep[855]     1.192421e+01  1.201464e+01  1.210309e+01  1.241320e+01
y_rep[856]     1.195935e+01  1.204617e+01  1.213630e+01  1.244168e+01
y_rep[857]     1.194231e+01  1.203381e+01  1.212694e+01  1.241880e+01
y_rep[858]     1.242556e+01  1.251656e+01  1.260638e+01  1.290233e+01
y_rep[859]     1.189805e+01  1.199122e+01  1.207959e+01  1.238399e+01
y_rep[860]     1.195359e+01  1.204195e+01  1.213749e+01  1.244780e+01
y_rep[861]     1.192311e+01  1.201336e+01  1.210257e+01  1.239611e+01
y_rep[862]     1.217927e+01  1.227248e+01  1.236457e+01  1.266239e+01
y_rep[863]     1.219883e+01  1.228793e+01  1.238238e+01  1.268406e+01
y_rep[864]     1.210549e+01  1.219210e+01  1.227921e+01  1.258584e+01
y_rep[865]     1.151914e+01  1.160893e+01  1.170157e+01  1.201675e+01
y_rep[866]     1.179423e+01  1.188228e+01  1.197446e+01  1.228302e+01
y_rep[867]     1.206819e+01  1.215881e+01  1.225213e+01  1.255256e+01
y_rep[868]     1.200339e+01  1.209396e+01  1.218124e+01  1.251449e+01
y_rep[869]     1.164476e+01  1.173417e+01  1.182334e+01  1.214539e+01
y_rep[870]     1.171800e+01  1.181218e+01  1.189841e+01  1.219649e+01
y_rep[871]     1.249720e+01  1.258728e+01  1.267841e+01  1.300446e+01
y_rep[872]     1.251789e+01  1.260536e+01  1.269431e+01  1.302413e+01
y_rep[873]     1.247815e+01  1.256668e+01  1.265704e+01  1.294689e+01
y_rep[874]     1.263762e+01  1.272790e+01  1.281840e+01  1.311276e+01
y_rep[875]     1.239930e+01  1.248863e+01  1.257884e+01  1.289831e+01
y_rep[876]     1.236069e+01  1.245089e+01  1.254363e+01  1.284652e+01
y_rep[877]     1.225338e+01  1.234506e+01  1.243772e+01  1.276091e+01
y_rep[878]     1.229207e+01  1.238345e+01  1.247571e+01  1.279053e+01
y_rep[879]     1.227082e+01  1.235836e+01  1.244809e+01  1.273379e+01
y_rep[880]     1.207494e+01  1.216492e+01  1.225335e+01  1.255118e+01
y_rep[881]     1.178487e+01  1.187344e+01  1.196534e+01  1.228420e+01
y_rep[882]     1.191196e+01  1.200397e+01  1.209038e+01  1.238335e+01
y_rep[883]     1.175159e+01  1.184084e+01  1.192893e+01  1.225240e+01
y_rep[884]     1.177585e+01  1.186931e+01  1.195673e+01  1.225749e+01
y_rep[885]     1.172624e+01  1.181462e+01  1.190236e+01  1.222275e+01
y_rep[886]     1.180577e+01  1.189684e+01  1.198730e+01  1.230724e+01
y_rep[887]     1.166671e+01  1.175835e+01  1.185051e+01  1.213542e+01
y_rep[888]     1.191786e+01  1.201051e+01  1.209980e+01  1.239395e+01
y_rep[889]     1.164032e+01  1.173370e+01  1.182048e+01  1.211064e+01
y_rep[890]     1.135102e+01  1.144263e+01  1.153591e+01  1.183212e+01
y_rep[891]     1.141830e+01  1.150925e+01  1.159800e+01  1.190489e+01
y_rep[892]     1.119443e+01  1.128376e+01  1.137474e+01  1.166705e+01
y_rep[893]     1.090953e+01  1.100191e+01  1.109226e+01  1.140164e+01
y_rep[894]     1.032311e+01  1.041569e+01  1.050723e+01  1.080015e+01
y_rep[895]     1.002054e+01  1.010732e+01  1.019474e+01  1.051919e+01
y_rep[896]     9.800892e+00  9.889034e+00  9.981145e+00  1.029823e+01
y_rep[897]     9.835683e+00  9.928845e+00  1.001650e+01  1.032521e+01
y_rep[898]     9.548511e+00  9.640525e+00  9.729660e+00  1.003606e+01
y_rep[899]     9.699212e+00  9.786251e+00  9.877551e+00  1.018273e+01
y_rep[900]     9.662818e+00  9.748712e+00  9.841977e+00  1.013988e+01
y_rep[901]     9.556573e+00  9.647840e+00  9.740144e+00  1.002904e+01
y_rep[902]     9.632739e+00  9.721921e+00  9.810735e+00  1.010506e+01
y_rep[903]     9.766288e+00  9.858263e+00  9.946736e+00  1.023847e+01
y_rep[904]     9.741131e+00  9.831461e+00  9.924059e+00  1.021050e+01
y_rep[905]     9.617620e+00  9.708801e+00  9.796740e+00  1.009715e+01
y_rep[906]     9.901406e+00  9.988887e+00  1.007560e+01  1.037818e+01
y_rep[907]     9.525347e+00  9.617233e+00  9.707897e+00  9.988562e+00
y_rep[908]     9.487750e+00  9.577534e+00  9.667082e+00  9.964209e+00
y_rep[909]     9.248088e+00  9.338229e+00  9.425201e+00  9.744766e+00
y_rep[910]     9.252578e+00  9.346743e+00  9.436888e+00  9.726782e+00
y_rep[911]     9.223498e+00  9.314646e+00  9.404535e+00  9.700102e+00
y_rep[912]     9.675541e+00  9.767477e+00  9.859255e+00  1.014504e+01
y_rep[913]     9.454406e+00  9.544326e+00  9.630855e+00  9.923857e+00
y_rep[914]     9.165587e+00  9.254865e+00  9.345456e+00  9.639825e+00
y_rep[915]     9.613726e+00  9.703060e+00  9.789326e+00  1.010228e+01
y_rep[916]     9.466802e+00  9.558434e+00  9.649914e+00  9.947121e+00
y_rep[917]     9.411080e+00  9.502492e+00  9.591517e+00  9.891633e+00
y_rep[918]     9.282336e+00  9.372937e+00  9.465167e+00  9.776744e+00
y_rep[919]     9.281587e+00  9.374670e+00  9.463484e+00  9.793596e+00
y_rep[920]     8.940882e+00  9.031012e+00  9.120257e+00  9.400783e+00
y_rep[921]     9.098094e+00  9.191016e+00  9.280320e+00  9.584019e+00
y_rep[922]     8.893292e+00  8.982234e+00  9.075564e+00  9.389232e+00
y_rep[923]     8.924292e+00  9.010548e+00  9.100899e+00  9.414642e+00
y_rep[924]     9.193362e+00  9.287435e+00  9.377403e+00  9.701459e+00
y_rep[925]     9.176309e+00  9.266998e+00  9.354523e+00  9.637328e+00
y_rep[926]     9.140725e+00  9.231614e+00  9.319241e+00  9.623951e+00
y_rep[927]     9.178943e+00  9.266269e+00  9.359469e+00  9.650179e+00
y_rep[928]     9.468169e+00  9.554836e+00  9.642512e+00  9.939206e+00
y_rep[929]     9.200416e+00  9.289439e+00  9.378515e+00  9.683203e+00
y_rep[930]     9.763008e+00  9.852772e+00  9.941185e+00  1.024305e+01
y_rep[931]     9.808673e+00  9.899231e+00  9.985605e+00  1.031675e+01
y_rep[932]     9.665693e+00  9.759095e+00  9.847325e+00  1.014976e+01
y_rep[933]     9.477708e+00  9.565661e+00  9.654226e+00  9.956214e+00
y_rep[934]     9.332225e+00  9.423089e+00  9.514110e+00  9.820407e+00
y_rep[935]     9.324943e+00  9.419185e+00  9.511875e+00  9.816771e+00
y_rep[936]     9.642671e+00  9.731701e+00  9.822937e+00  1.009650e+01
y_rep[937]     9.798451e+00  9.887769e+00  9.977359e+00  1.023981e+01
y_rep[938]     9.454252e+00  9.544905e+00  9.633941e+00  9.931280e+00
y_rep[939]     9.448339e+00  9.541756e+00  9.633373e+00  9.930123e+00
y_rep[940]     9.299365e+00  9.389001e+00  9.481227e+00  9.779588e+00
y_rep[941]     9.285366e+00  9.374682e+00  9.462499e+00  9.764588e+00
y_rep[942]     9.265061e+00  9.356965e+00  9.445364e+00  9.742594e+00
y_rep[943]     9.452040e+00  9.538621e+00  9.628872e+00  9.930024e+00
y_rep[944]     9.105826e+00  9.192996e+00  9.285852e+00  9.579784e+00
y_rep[945]     9.105914e+00  9.197926e+00  9.286763e+00  9.589788e+00
y_rep[946]     9.116682e+00  9.207266e+00  9.299857e+00  9.606029e+00
y_rep[947]     8.734916e+00  8.828842e+00  8.918204e+00  9.242725e+00
y_rep[948]     8.688164e+00  8.778872e+00  8.869928e+00  9.175782e+00
y_rep[949]     8.365772e+00  8.457818e+00  8.549580e+00  8.849824e+00
y_rep[950]     8.174847e+00  8.268404e+00  8.355544e+00  8.638870e+00
y_rep[951]     8.041331e+00  8.130987e+00  8.221855e+00  8.505341e+00
y_rep[952]     8.386280e+00  8.481261e+00  8.571527e+00  8.854492e+00
y_rep[953]     8.075847e+00  8.171029e+00  8.264307e+00  8.589103e+00
y_rep[954]     8.355353e+00  8.441599e+00  8.531970e+00  8.834702e+00
y_rep[955]     8.403773e+00  8.492799e+00  8.582195e+00  8.895494e+00
y_rep[956]     8.346708e+00  8.437985e+00  8.526850e+00  8.831680e+00
y_rep[957]     8.300015e+00  8.388777e+00  8.475836e+00  8.775040e+00
y_rep[958]     8.275446e+00  8.364515e+00  8.454224e+00  8.779295e+00
y_rep[959]     8.123499e+00  8.213527e+00  8.305811e+00  8.617857e+00
y_rep[960]     8.463794e+00  8.554178e+00  8.648644e+00  8.935374e+00
y_rep[961]     8.908096e+00  8.994649e+00  9.087167e+00  9.390661e+00
y_rep[962]     8.598890e+00  8.691020e+00  8.781680e+00  9.106391e+00
y_rep[963]     8.645726e+00  8.739280e+00  8.830058e+00  9.156790e+00
y_rep[964]     8.520497e+00  8.612080e+00  8.704055e+00  8.982735e+00
y_rep[965]     9.051593e+00  9.138987e+00  9.229259e+00  9.541124e+00
y_rep[966]     9.086000e+00  9.178042e+00  9.267291e+00  9.569325e+00
y_rep[967]     9.219319e+00  9.308608e+00  9.397909e+00  9.714100e+00
y_rep[968]     9.205417e+00  9.292661e+00  9.382871e+00  9.681847e+00
y_rep[969]     9.269310e+00  9.359588e+00  9.448101e+00  9.750295e+00
y_rep[970]     9.423522e+00  9.513444e+00  9.605364e+00  9.933008e+00
y_rep[971]     9.895401e+00  9.984319e+00  1.007696e+01  1.037135e+01
y_rep[972]     9.957775e+00  1.004540e+01  1.013295e+01  1.044659e+01
y_rep[973]     1.028712e+01  1.037673e+01  1.047278e+01  1.076755e+01
y_rep[974]     1.036752e+01  1.045648e+01  1.054818e+01  1.083632e+01
y_rep[975]     1.042708e+01  1.051716e+01  1.060689e+01  1.092609e+01
y_rep[976]     1.037734e+01  1.046293e+01  1.055053e+01  1.085163e+01
y_rep[977]     1.034359e+01  1.043672e+01  1.052769e+01  1.085616e+01
y_rep[978]     1.030433e+01  1.039283e+01  1.048251e+01  1.078703e+01
y_rep[979]     1.095114e+01  1.104173e+01  1.113073e+01  1.143650e+01
y_rep[980]     1.095373e+01  1.104326e+01  1.113305e+01  1.145287e+01
y_rep[981]     1.098428e+01  1.107621e+01  1.116257e+01  1.144541e+01
y_rep[982]     1.128615e+01  1.137908e+01  1.146997e+01  1.178426e+01
y_rep[983]     1.144690e+01  1.153893e+01  1.163054e+01  1.195205e+01
y_rep[984]     1.140857e+01  1.150268e+01  1.159280e+01  1.190191e+01
y_rep[985]     1.167751e+01  1.176562e+01  1.185919e+01  1.218652e+01
y_rep[986]     1.161645e+01  1.170496e+01  1.179640e+01  1.209307e+01
y_rep[987]     1.157451e+01  1.166519e+01  1.175597e+01  1.206669e+01
y_rep[988]     1.154186e+01  1.163140e+01  1.171946e+01  1.202989e+01
y_rep[989]     1.207449e+01  1.216600e+01  1.226057e+01  1.258303e+01
y_rep[990]     1.271482e+01  1.280524e+01  1.289663e+01  1.320897e+01
y_rep[991]     1.274050e+01  1.283515e+01  1.292512e+01  1.324808e+01
y_rep[992]     1.263267e+01  1.272269e+01  1.281086e+01  1.310411e+01
y_rep[993]     1.252915e+01  1.262024e+01  1.270682e+01  1.300079e+01
y_rep[994]     1.256142e+01  1.265482e+01  1.274727e+01  1.308789e+01
y_rep[995]     1.250306e+01  1.259302e+01  1.268370e+01  1.296105e+01
y_rep[996]     1.226565e+01  1.235987e+01  1.245080e+01  1.275380e+01
y_rep[997]     1.232901e+01  1.241750e+01  1.250680e+01  1.279556e+01
y_rep[998]     1.205241e+01  1.214399e+01  1.222972e+01  1.253000e+01
y_rep[999]     1.201414e+01  1.210535e+01  1.219198e+01  1.249795e+01
y_rep[1000]    1.218880e+01  1.227921e+01  1.236974e+01  1.267185e+01
y_rep[1001]    1.216072e+01  1.225215e+01  1.234510e+01  1.266681e+01
y_rep[1002]    1.174475e+01  1.183397e+01  1.192360e+01  1.221787e+01
y_rep[1003]    1.216356e+01  1.225284e+01  1.233780e+01  1.262785e+01
y_rep[1004]    1.193204e+01  1.202299e+01  1.211272e+01  1.243540e+01
y_rep[1005]    1.164166e+01  1.173002e+01  1.182225e+01  1.212661e+01
y_rep[1006]    1.163840e+01  1.172888e+01  1.181909e+01  1.212699e+01
y_rep[1007]    1.182954e+01  1.192018e+01  1.201045e+01  1.230612e+01
y_rep[1008]    1.152344e+01  1.161282e+01  1.170527e+01  1.200433e+01
y_rep[1009]    1.147813e+01  1.156985e+01  1.166087e+01  1.195171e+01
y_rep[1010]    1.137571e+01  1.146425e+01  1.155362e+01  1.186350e+01
y_rep[1011]    1.120666e+01  1.129536e+01  1.138271e+01  1.168249e+01
y_rep[1012]    1.045719e+01  1.054691e+01  1.063652e+01  1.093606e+01
y_rep[1013]    1.029459e+01  1.038547e+01  1.047964e+01  1.076841e+01
y_rep[1014]    1.033734e+01  1.043186e+01  1.052522e+01  1.085493e+01
y_rep[1015]    1.026315e+01  1.035308e+01  1.044250e+01  1.075421e+01
y_rep[1016]    1.018007e+01  1.027217e+01  1.036319e+01  1.065781e+01
y_rep[1017]    1.011199e+01  1.019793e+01  1.028978e+01  1.061224e+01
y_rep[1018]    1.017948e+01  1.027293e+01  1.036391e+01  1.066262e+01
y_rep[1019]    1.044497e+01  1.053560e+01  1.063085e+01  1.094969e+01
y_rep[1020]    1.069011e+01  1.078251e+01  1.087512e+01  1.117610e+01
y_rep[1021]    1.100414e+01  1.109264e+01  1.118566e+01  1.153357e+01
y_rep[1022]    1.098828e+01  1.107712e+01  1.116433e+01  1.147576e+01
y_rep[1023]    1.064079e+01  1.072926e+01  1.081934e+01  1.112673e+01
y_rep[1024]    1.070494e+01  1.079526e+01  1.088931e+01  1.119164e+01
y_rep[1025]    1.121389e+01  1.130296e+01  1.139097e+01  1.169264e+01
y_rep[1026]    1.061214e+01  1.070240e+01  1.079116e+01  1.109388e+01
y_rep[1027]    1.061481e+01  1.070259e+01  1.079084e+01  1.109156e+01
y_rep[1028]    1.043020e+01  1.052377e+01  1.061427e+01  1.093352e+01
y_rep[1029]    1.058201e+01  1.067154e+01  1.076124e+01  1.106811e+01
y_rep[1030]    1.048063e+01  1.057213e+01  1.066478e+01  1.096906e+01
y_rep[1031]    1.039100e+01  1.048062e+01  1.056896e+01  1.086691e+01
y_rep[1032]    1.048653e+01  1.057383e+01  1.066210e+01  1.094425e+01
y_rep[1033]    1.060917e+01  1.069926e+01  1.079165e+01  1.107111e+01
y_rep[1034]    1.068097e+01  1.077216e+01  1.086179e+01  1.118559e+01
y_rep[1035]    1.063188e+01  1.071824e+01  1.081131e+01  1.112327e+01
y_rep[1036]    1.055884e+01  1.064996e+01  1.074267e+01  1.104888e+01
y_rep[1037]    1.077143e+01  1.086206e+01  1.095399e+01  1.125772e+01
y_rep[1038]    1.120290e+01  1.129067e+01  1.138235e+01  1.168837e+01
y_rep[1039]    1.137520e+01  1.146606e+01  1.155505e+01  1.185482e+01
y_rep[1040]    1.136130e+01  1.145401e+01  1.154486e+01  1.184798e+01
y_rep[1041]    1.123559e+01  1.132170e+01  1.141488e+01  1.176399e+01
y_rep[1042]    1.083528e+01  1.092716e+01  1.101978e+01  1.132439e+01
y_rep[1043]    1.080029e+01  1.089064e+01  1.097855e+01  1.128277e+01
y_rep[1044]    1.064724e+01  1.073763e+01  1.082635e+01  1.113448e+01
y_rep[1045]    1.088208e+01  1.096853e+01  1.106337e+01  1.136069e+01
y_rep[1046]    1.072224e+01  1.081073e+01  1.090164e+01  1.121566e+01
y_rep[1047]    1.060143e+01  1.069025e+01  1.078088e+01  1.109208e+01
y_rep[1048]    1.058262e+01  1.067226e+01  1.075892e+01  1.107222e+01
y_rep[1049]    1.049776e+01  1.058752e+01  1.067708e+01  1.098420e+01
y_rep[1050]    1.049339e+01  1.058423e+01  1.067719e+01  1.095396e+01
y_rep[1051]    1.072072e+01  1.080933e+01  1.090238e+01  1.122565e+01
y_rep[1052]    1.048773e+01  1.057675e+01  1.066838e+01  1.095994e+01
y_rep[1053]    1.013472e+01  1.022331e+01  1.031846e+01  1.063830e+01
y_rep[1054]    1.007020e+01  1.016245e+01  1.024985e+01  1.056686e+01
y_rep[1055]    1.003686e+01  1.012826e+01  1.021799e+01  1.049606e+01
y_rep[1056]    9.782009e+00  9.873684e+00  9.966443e+00  1.029048e+01
y_rep[1057]    9.980662e+00  1.006824e+01  1.016226e+01  1.047410e+01
y_rep[1058]    9.960614e+00  1.005048e+01  1.014113e+01  1.046884e+01
y_rep[1059]    9.640103e+00  9.729612e+00  9.819845e+00  1.010139e+01
y_rep[1060]    9.313735e+00  9.404475e+00  9.494094e+00  9.798769e+00
y_rep[1061]    8.687945e+00  8.775610e+00  8.862214e+00  9.156333e+00
y_rep[1062]    8.525559e+00  8.617633e+00  8.706451e+00  9.023724e+00
y_rep[1063]    8.800281e+00  8.895152e+00  8.983517e+00  9.287691e+00
y_rep[1064]    9.126729e+00  9.221768e+00  9.310155e+00  9.595144e+00
y_rep[1065]    9.092614e+00  9.181395e+00  9.270857e+00  9.562600e+00
y_rep[1066]    8.638931e+00  8.732101e+00  8.825265e+00  9.118105e+00
y_rep[1067]    8.619242e+00  8.710191e+00  8.798903e+00  9.102035e+00
y_rep[1068]    9.365650e+00  9.452548e+00  9.545152e+00  9.837719e+00
y_rep[1069]    9.350119e+00  9.440725e+00  9.528228e+00  9.819280e+00
y_rep[1070]    9.435247e+00  9.529489e+00  9.616955e+00  9.928095e+00
y_rep[1071]    9.332981e+00  9.423591e+00  9.518095e+00  9.821482e+00
y_rep[1072]    8.880394e+00  8.970306e+00  9.060628e+00  9.353831e+00
y_rep[1073]    8.686702e+00  8.779794e+00  8.868331e+00  9.181581e+00
y_rep[1074]    8.874796e+00  8.969521e+00  9.057545e+00  9.379026e+00
y_rep[1075]    8.993335e+00  9.085797e+00  9.174877e+00  9.470645e+00
y_rep[1076]    9.376721e+00  9.468727e+00  9.558137e+00  9.854437e+00
y_rep[1077]    9.236496e+00  9.323115e+00  9.416377e+00  9.699954e+00
y_rep[1078]    8.973306e+00  9.061584e+00  9.152015e+00  9.490426e+00
y_rep[1079]    8.887358e+00  8.977963e+00  9.071635e+00  9.377892e+00
y_rep[1080]    8.550451e+00  8.640615e+00  8.728565e+00  9.048083e+00
y_rep[1081]    8.791095e+00  8.879951e+00  8.974052e+00  9.276547e+00
y_rep[1082]    8.780857e+00  8.874272e+00  8.961858e+00  9.257535e+00
y_rep[1083]    9.017376e+00  9.104037e+00  9.193565e+00  9.517130e+00
y_rep[1084]    9.025118e+00  9.113916e+00  9.204417e+00  9.513967e+00
y_rep[1085]    8.832527e+00  8.927158e+00  9.013802e+00  9.343342e+00
y_rep[1086]    8.759771e+00  8.853019e+00  8.942275e+00  9.247843e+00
y_rep[1087]    8.587091e+00  8.678699e+00  8.770550e+00  9.080567e+00
y_rep[1088]    8.469000e+00  8.558618e+00  8.650050e+00  8.946835e+00
y_rep[1089]    8.595228e+00  8.685547e+00  8.772355e+00  9.069271e+00
y_rep[1090]    8.385208e+00  8.472304e+00  8.560067e+00  8.875818e+00
y_rep[1091]    7.967005e+00  8.056019e+00  8.149081e+00  8.447376e+00
y_rep[1092]    7.683204e+00  7.774216e+00  7.865045e+00  8.150302e+00
y_rep[1093]    7.766234e+00  7.854488e+00  7.947740e+00  8.244618e+00
y_rep[1094]    7.705853e+00  7.791529e+00  7.884911e+00  8.197865e+00
y_rep[1095]    8.763299e+00  8.855377e+00  8.946693e+00  9.238371e+00
y_rep[1096]    8.907719e+00  8.997085e+00  9.084540e+00  9.383006e+00
y_rep[1097]    8.947825e+00  9.039619e+00  9.131825e+00  9.413161e+00
y_rep[1098]    8.808407e+00  8.897929e+00  8.989764e+00  9.309367e+00
y_rep[1099]    8.783483e+00  8.874359e+00  8.968851e+00  9.296771e+00
y_rep[1100]    8.676508e+00  8.763430e+00  8.853158e+00  9.157213e+00
y_rep[1101]    8.715797e+00  8.806063e+00  8.899032e+00  9.211854e+00
y_rep[1102]    8.669049e+00  8.760415e+00  8.847405e+00  9.161121e+00
y_rep[1103]    8.464030e+00  8.551944e+00  8.643188e+00  8.927337e+00
y_rep[1104]    8.476953e+00  8.566805e+00  8.656277e+00  8.979380e+00
y_rep[1105]    8.499905e+00  8.588319e+00  8.680436e+00  8.966860e+00
y_rep[1106]    8.317937e+00  8.410178e+00  8.498995e+00  8.783586e+00
y_rep[1107]    8.473449e+00  8.561576e+00  8.652741e+00  8.953344e+00
y_rep[1108]    8.304405e+00  8.395664e+00  8.487276e+00  8.811691e+00
y_rep[1109]    8.526656e+00  8.616959e+00  8.706824e+00  9.019207e+00
y_rep[1110]    8.910951e+00  8.999752e+00  9.088733e+00  9.380896e+00
y_rep[1111]    8.902813e+00  8.995877e+00  9.084020e+00  9.381904e+00
y_rep[1112]    8.677732e+00  8.769214e+00  8.858637e+00  9.160206e+00
y_rep[1113]    8.817032e+00  8.907900e+00  8.998675e+00  9.320184e+00
y_rep[1114]    8.734163e+00  8.826597e+00  8.912445e+00  9.213964e+00
y_rep[1115]    8.608117e+00  8.701851e+00  8.791077e+00  9.089553e+00
y_rep[1116]    8.814997e+00  8.910878e+00  8.999841e+00  9.323945e+00
y_rep[1117]    9.261925e+00  9.351988e+00  9.445264e+00  9.733658e+00
y_rep[1118]    8.465315e+00  8.559528e+00  8.650213e+00  8.957656e+00
y_rep[1119]    8.559011e+00  8.649455e+00  8.742316e+00  9.061657e+00
y_rep[1120]    8.356073e+00  8.444453e+00  8.534056e+00  8.841167e+00
y_rep[1121]    8.196994e+00  8.287242e+00  8.377191e+00  8.679573e+00
y_rep[1122]    8.588616e+00  8.678737e+00  8.770715e+00  9.084047e+00
y_rep[1123]    8.560370e+00  8.651977e+00  8.749837e+00  9.043297e+00
y_rep[1124]    8.439018e+00  8.527672e+00  8.619416e+00  8.905724e+00
y_rep[1125]    9.226827e+00  9.313089e+00  9.403200e+00  9.696289e+00
y_rep[1126]    9.193520e+00  9.282760e+00  9.366695e+00  9.662010e+00
y_rep[1127]    9.314013e+00  9.404325e+00  9.495444e+00  9.804652e+00
y_rep[1128]    9.264489e+00  9.352485e+00  9.443726e+00  9.773884e+00
y_rep[1129]    9.384095e+00  9.475175e+00  9.563597e+00  9.865088e+00
y_rep[1130]    9.399929e+00  9.486761e+00  9.576532e+00  9.878488e+00
y_rep[1131]    9.491680e+00  9.581832e+00  9.672435e+00  9.991979e+00
y_rep[1132]    9.315731e+00  9.406117e+00  9.494396e+00  9.811245e+00
y_rep[1133]    8.951483e+00  9.044115e+00  9.131069e+00  9.417967e+00
y_rep[1134]    8.991049e+00  9.081384e+00  9.174821e+00  9.505555e+00
y_rep[1135]    9.350902e+00  9.440619e+00  9.532309e+00  9.843624e+00
y_rep[1136]    9.396174e+00  9.484788e+00  9.575494e+00  9.876927e+00
y_rep[1137]    9.492828e+00  9.587817e+00  9.678544e+00  9.962917e+00
y_rep[1138]    9.453055e+00  9.538963e+00  9.630399e+00  9.919209e+00
y_rep[1139]    9.410584e+00  9.500494e+00  9.590501e+00  9.905260e+00
y_rep[1140]    9.274534e+00  9.362899e+00  9.453409e+00  9.781560e+00
y_rep[1141]    9.217482e+00  9.308871e+00  9.402209e+00  9.694170e+00
y_rep[1142]    9.107134e+00  9.201202e+00  9.295121e+00  9.594598e+00
y_rep[1143]    9.161087e+00  9.252188e+00  9.340205e+00  9.650598e+00
y_rep[1144]    9.194023e+00  9.283883e+00  9.372743e+00  9.671606e+00
y_rep[1145]    9.873534e+00  9.965052e+00  1.005488e+01  1.035056e+01
y_rep[1146]    9.781405e+00  9.875449e+00  9.963633e+00  1.027021e+01
y_rep[1147]    1.032842e+01  1.041480e+01  1.050807e+01  1.081334e+01
y_rep[1148]    9.912325e+00  1.000724e+01  1.009376e+01  1.039888e+01
y_rep[1149]    1.055089e+01  1.064244e+01  1.073078e+01  1.105235e+01
y_rep[1150]    1.031095e+01  1.040499e+01  1.049008e+01  1.079223e+01
y_rep[1151]    1.029095e+01  1.038186e+01  1.047108e+01  1.076093e+01
y_rep[1152]    1.022580e+01  1.031759e+01  1.040470e+01  1.072118e+01
y_rep[1153]    1.013695e+01  1.022437e+01  1.031556e+01  1.062112e+01
y_rep[1154]    1.041701e+01  1.050656e+01  1.059753e+01  1.089547e+01
y_rep[1155]    1.190569e+01  1.199507e+01  1.208810e+01  1.242194e+01
y_rep[1156]    1.112903e+01  1.122467e+01  1.131594e+01  1.166279e+01
y_rep[1157]    1.095517e+01  1.104460e+01  1.113666e+01  1.145930e+01
y_rep[1158]    1.108341e+01  1.117193e+01  1.126117e+01  1.157545e+01
y_rep[1159]    1.095882e+01  1.104595e+01  1.113456e+01  1.144337e+01
y_rep[1160]    1.089167e+01  1.098130e+01  1.107653e+01  1.137143e+01
y_rep[1161]    1.103576e+01  1.112519e+01  1.121477e+01  1.153799e+01
y_rep[1162]    1.087633e+01  1.096363e+01  1.105233e+01  1.136280e+01
y_rep[1163]    1.081642e+01  1.090797e+01  1.099945e+01  1.128236e+01
y_rep[1164]    1.089959e+01  1.098917e+01  1.107787e+01  1.138807e+01
y_rep[1165]    1.095656e+01  1.104648e+01  1.113730e+01  1.143434e+01
y_rep[1166]    1.095065e+01  1.104148e+01  1.112812e+01  1.145848e+01
y_rep[1167]    1.111787e+01  1.120461e+01  1.129245e+01  1.159272e+01
y_rep[1168]    1.076376e+01  1.085371e+01  1.094292e+01  1.125011e+01
y_rep[1169]    1.058896e+01  1.067795e+01  1.076889e+01  1.105882e+01
y_rep[1170]    1.047194e+01  1.056010e+01  1.065345e+01  1.098327e+01
y_rep[1171]    1.027758e+01  1.036892e+01  1.046094e+01  1.075167e+01
y_rep[1172]    9.854689e+00  9.947149e+00  1.003464e+01  1.035109e+01
y_rep[1173]    1.016968e+01  1.025682e+01  1.034737e+01  1.067728e+01
y_rep[1174]    1.006182e+01  1.015150e+01  1.024080e+01  1.052594e+01
y_rep[1175]    1.004039e+01  1.012686e+01  1.021487e+01  1.050909e+01
y_rep[1176]    1.010061e+01  1.019185e+01  1.028293e+01  1.056383e+01
y_rep[1177]    9.908071e+00  9.995451e+00  1.008782e+01  1.041673e+01
y_rep[1178]    9.380168e+00  9.468208e+00  9.556728e+00  9.880972e+00
y_rep[1179]    9.539322e+00  9.626863e+00  9.714279e+00  1.001538e+01
y_rep[1180]    9.622462e+00  9.713423e+00  9.805747e+00  1.010090e+01
y_rep[1181]    9.543696e+00  9.630112e+00  9.720912e+00  1.004027e+01
y_rep[1182]    9.482771e+00  9.570158e+00  9.659827e+00  9.959991e+00
y_rep[1183]    9.403711e+00  9.493608e+00  9.586459e+00  9.881432e+00
y_rep[1184]    9.879054e+00  9.968790e+00  1.006019e+01  1.036340e+01
y_rep[1185]    9.965795e+00  1.005759e+01  1.014981e+01  1.047161e+01
y_rep[1186]    9.845350e+00  9.934386e+00  1.002554e+01  1.034990e+01
y_rep[1187]    9.624872e+00  9.716554e+00  9.807190e+00  1.010271e+01
y_rep[1188]    1.012028e+01  1.021280e+01  1.030460e+01  1.060220e+01
y_rep[1189]    1.020456e+01  1.029453e+01  1.038592e+01  1.069800e+01
y_rep[1190]    9.973523e+00  1.006303e+01  1.015040e+01  1.046114e+01
y_rep[1191]    1.010565e+01  1.019591e+01  1.028514e+01  1.061352e+01
y_rep[1192]    9.930657e+00  1.002462e+01  1.011455e+01  1.042547e+01
y_rep[1193]    1.021155e+01  1.030317e+01  1.039239e+01  1.070039e+01
y_rep[1194]    1.035087e+01  1.044618e+01  1.053605e+01  1.084124e+01
y_rep[1195]    1.012698e+01  1.021658e+01  1.030379e+01  1.061354e+01
y_rep[1196]    1.128593e+01  1.137743e+01  1.146816e+01  1.176074e+01
y_rep[1197]    1.142492e+01  1.151701e+01  1.160724e+01  1.190722e+01
y_rep[1198]    1.121686e+01  1.130238e+01  1.139098e+01  1.170575e+01
y_rep[1199]    1.129597e+01  1.138656e+01  1.147725e+01  1.177393e+01
y_rep[1200]    1.139482e+01  1.149087e+01  1.157883e+01  1.189557e+01
y_rep[1201]    1.119562e+01  1.128358e+01  1.137602e+01  1.167686e+01
y_rep[1202]    1.101735e+01  1.110557e+01  1.119597e+01  1.150952e+01
y_rep[1203]    1.113207e+01  1.121869e+01  1.131045e+01  1.162415e+01
y_rep[1204]    1.093265e+01  1.102060e+01  1.111214e+01  1.141383e+01
y_rep[1205]    1.091534e+01  1.100557e+01  1.109622e+01  1.142590e+01
y_rep[1206]    1.096586e+01  1.105501e+01  1.114525e+01  1.142770e+01
y_rep[1207]    1.081639e+01  1.090735e+01  1.099484e+01  1.129411e+01
y_rep[1208]    1.077379e+01  1.086104e+01  1.094805e+01  1.125697e+01
y_rep[1209]    1.091384e+01  1.100391e+01  1.109606e+01  1.139711e+01
y_rep[1210]    1.086781e+01  1.095723e+01  1.104815e+01  1.135650e+01
y_rep[1211]    1.044958e+01  1.054009e+01  1.062722e+01  1.092877e+01
y_rep[1212]    1.055225e+01  1.064516e+01  1.073729e+01  1.104266e+01
y_rep[1213]    1.049755e+01  1.059133e+01  1.067847e+01  1.099007e+01
y_rep[1214]    1.048633e+01  1.057742e+01  1.066797e+01  1.097841e+01
y_rep[1215]    1.100193e+01  1.109308e+01  1.118467e+01  1.149009e+01
y_rep[1216]    1.097203e+01  1.106118e+01  1.115194e+01  1.146518e+01
y_rep[1217]    1.064819e+01  1.073899e+01  1.082918e+01  1.114660e+01
y_rep[1218]    1.060491e+01  1.069485e+01  1.078432e+01  1.107129e+01
y_rep[1219]    9.743082e+00  9.833814e+00  9.931835e+00  1.024155e+01
y_rep[1220]    9.436233e+00  9.529862e+00  9.617734e+00  9.929265e+00
y_rep[1221]    9.928458e+00  1.001967e+01  1.011281e+01  1.041948e+01
y_rep[1222]    1.033611e+01  1.042938e+01  1.051792e+01  1.081912e+01
y_rep[1223]    9.730340e+00  9.822490e+00  9.916987e+00  1.021293e+01
y_rep[1224]    9.928553e+00  1.001704e+01  1.010684e+01  1.039953e+01
y_rep[1225]    9.749989e+00  9.842432e+00  9.936794e+00  1.022293e+01
y_rep[1226]    9.823788e+00  9.916904e+00  1.000700e+01  1.032080e+01
y_rep[1227]    1.014886e+01  1.023984e+01  1.033227e+01  1.064088e+01
y_rep[1228]    1.017927e+01  1.027095e+01  1.036217e+01  1.067417e+01
y_rep[1229]    9.961324e+00  1.005183e+01  1.014148e+01  1.044579e+01
y_rep[1230]    9.842979e+00  9.932664e+00  1.002600e+01  1.033913e+01
y_rep[1231]    9.645986e+00  9.736064e+00  9.827099e+00  1.013584e+01
y_rep[1232]    9.609921e+00  9.696016e+00  9.782803e+00  1.005388e+01
y_rep[1233]    9.473959e+00  9.566108e+00  9.655415e+00  9.928212e+00
y_rep[1234]    9.443586e+00  9.533343e+00  9.622318e+00  9.934186e+00
y_rep[1235]    9.344188e+00  9.436168e+00  9.526369e+00  9.811016e+00
y_rep[1236]    9.155657e+00  9.244574e+00  9.331939e+00  9.641044e+00
y_rep[1237]    9.270088e+00  9.358557e+00  9.448996e+00  9.752787e+00
y_rep[1238]    8.983504e+00  9.072970e+00  9.166496e+00  9.481220e+00
y_rep[1239]    9.210273e+00  9.300272e+00  9.387092e+00  9.683264e+00
y_rep[1240]    9.003929e+00  9.092705e+00  9.181664e+00  9.502078e+00
y_rep[1241]    8.967663e+00  9.058590e+00  9.151070e+00  9.449203e+00
y_rep[1242]    9.149918e+00  9.238327e+00  9.327056e+00  9.615903e+00
y_rep[1243]    9.187479e+00  9.277122e+00  9.362369e+00  9.665958e+00
y_rep[1244]    8.903633e+00  8.992111e+00  9.087175e+00  9.427784e+00
y_rep[1245]    8.770637e+00  8.861471e+00  8.953071e+00  9.263115e+00
y_rep[1246]    8.984044e+00  9.075649e+00  9.167077e+00  9.485743e+00
y_rep[1247]    8.876422e+00  8.967901e+00  9.057060e+00  9.361686e+00
y_rep[1248]    8.664514e+00  8.751986e+00  8.846411e+00  9.153732e+00
y_rep[1249]    8.587399e+00  8.680288e+00  8.766899e+00  9.059839e+00
y_rep[1250]    8.351999e+00  8.444851e+00  8.535789e+00  8.844845e+00
y_rep[1251]    8.189758e+00  8.282266e+00  8.370962e+00  8.671864e+00
y_rep[1252]    8.202734e+00  8.291461e+00  8.383050e+00  8.685771e+00
y_rep[1253]    8.128838e+00  8.218871e+00  8.309704e+00  8.611612e+00
y_rep[1254]    8.330514e+00  8.419725e+00  8.511451e+00  8.817120e+00
y_rep[1255]    8.166418e+00  8.251807e+00  8.339153e+00  8.664244e+00
y_rep[1256]    8.203444e+00  8.296056e+00  8.386714e+00  8.679516e+00
y_rep[1257]    9.303842e+00  9.393043e+00  9.478022e+00  9.788705e+00
y_rep[1258]    9.478565e+00  9.566013e+00  9.659590e+00  9.965735e+00
y_rep[1259]    9.279646e+00  9.368425e+00  9.459650e+00  9.783191e+00
y_rep[1260]    9.375080e+00  9.467162e+00  9.557530e+00  9.846624e+00
y_rep[1261]    9.126910e+00  9.216396e+00  9.302116e+00  9.605248e+00
y_rep[1262]    8.702799e+00  8.792242e+00  8.880091e+00  9.193290e+00
y_rep[1263]    8.967692e+00  9.055831e+00  9.144597e+00  9.414767e+00
y_rep[1264]    9.248779e+00  9.339033e+00  9.428239e+00  9.735885e+00
y_rep[1265]    8.945638e+00  9.036252e+00  9.125025e+00  9.425477e+00
y_rep[1266]    8.755647e+00  8.846015e+00  8.940021e+00  9.242626e+00
y_rep[1267]    8.858700e+00  8.948124e+00  9.039506e+00  9.321977e+00
y_rep[1268]    8.756906e+00  8.853063e+00  8.946470e+00  9.242991e+00
y_rep[1269]    8.777811e+00  8.866050e+00  8.954397e+00  9.238195e+00
y_rep[1270]    8.989798e+00  9.078636e+00  9.170529e+00  9.463105e+00
y_rep[1271]    9.042690e+00  9.133239e+00  9.223049e+00  9.507068e+00
y_rep[1272]    9.069848e+00  9.162140e+00  9.253262e+00  9.574304e+00
y_rep[1273]    9.159219e+00  9.253072e+00  9.345924e+00  9.645777e+00
y_rep[1274]    9.298753e+00  9.388415e+00  9.479938e+00  9.787026e+00
y_rep[1275]    9.246655e+00  9.339310e+00  9.431712e+00  9.750750e+00
y_rep[1276]    9.292180e+00  9.381179e+00  9.471076e+00  9.787725e+00
y_rep[1277]    9.176121e+00  9.269944e+00  9.364758e+00  9.681067e+00
y_rep[1278]    9.128987e+00  9.218767e+00  9.309038e+00  9.620729e+00
y_rep[1279]    9.011759e+00  9.102198e+00  9.193155e+00  9.501472e+00
y_rep[1280]    8.579378e+00  8.672939e+00  8.765272e+00  9.070630e+00
y_rep[1281]    8.439944e+00  8.533124e+00  8.622385e+00  8.951068e+00
y_rep[1282]    8.771836e+00  8.864779e+00  8.952847e+00  9.265932e+00
y_rep[1283]    8.499394e+00  8.591173e+00  8.677263e+00  8.972927e+00
y_rep[1284]    8.354559e+00  8.448134e+00  8.536738e+00  8.852527e+00
y_rep[1285]    8.494337e+00  8.585822e+00  8.674324e+00  8.976852e+00
y_rep[1286]    8.123425e+00  8.215995e+00  8.304682e+00  8.625381e+00
y_rep[1287]    7.926012e+00  8.013867e+00  8.104607e+00  8.412394e+00
y_rep[1288]    9.090081e+00  9.179663e+00  9.271431e+00  9.578951e+00
y_rep[1289]    8.868622e+00  8.960036e+00  9.048735e+00  9.339279e+00
y_rep[1290]    8.828363e+00  8.918216e+00  9.008030e+00  9.293273e+00
y_rep[1291]    8.902294e+00  8.992450e+00  9.080259e+00  9.400771e+00
y_rep[1292]    8.738112e+00  8.831106e+00  8.923287e+00  9.202407e+00
y_rep[1293]    8.419262e+00  8.510303e+00  8.597946e+00  8.906204e+00
y_rep[1294]    8.357595e+00  8.448115e+00  8.540197e+00  8.850589e+00
y_rep[1295]    8.241771e+00  8.334654e+00  8.425212e+00  8.720489e+00
y_rep[1296]    8.074686e+00  8.170285e+00  8.259879e+00  8.562910e+00
y_rep[1297]    8.013860e+00  8.104923e+00  8.191826e+00  8.497043e+00
y_rep[1298]    8.000898e+00  8.094609e+00  8.181853e+00  8.509150e+00
y_rep[1299]    7.700915e+00  7.790136e+00  7.878962e+00  8.187236e+00
y_rep[1300]    7.895865e+00  7.986898e+00  8.075698e+00  8.362067e+00
y_rep[1301]    7.613678e+00  7.702608e+00  7.789318e+00  8.109498e+00
y_rep[1302]    7.788838e+00  7.878408e+00  7.967786e+00  8.273910e+00
y_rep[1303]    7.821507e+00  7.905761e+00  7.995208e+00  8.282649e+00
y_rep[1304]    7.837501e+00  7.926731e+00  8.016761e+00  8.340130e+00
y_rep[1305]    7.839991e+00  7.933519e+00  8.024533e+00  8.372004e+00
y_rep[1306]    8.176179e+00  8.266308e+00  8.359468e+00  8.650678e+00
y_rep[1307]    7.984132e+00  8.071082e+00  8.165312e+00  8.468260e+00
y_rep[1308]    7.913723e+00  8.008990e+00  8.096883e+00  8.419208e+00
y_rep[1309]    7.948511e+00  8.037369e+00  8.125245e+00  8.445170e+00
y_rep[1310]    8.221555e+00  8.309746e+00  8.401053e+00  8.711717e+00
y_rep[1311]    7.722789e+00  7.812932e+00  7.903651e+00  8.215642e+00
y_rep[1312]    8.301833e+00  8.392349e+00  8.483247e+00  8.802593e+00
y_rep[1313]    8.190982e+00  8.280884e+00  8.374452e+00  8.675253e+00
y_rep[1314]    8.302412e+00  8.394685e+00  8.483877e+00  8.782351e+00
y_rep[1315]    8.215413e+00  8.306503e+00  8.398978e+00  8.686360e+00
y_rep[1316]    8.134961e+00  8.227043e+00  8.316874e+00  8.635337e+00
y_rep[1317]    8.332843e+00  8.425992e+00  8.516751e+00  8.811626e+00
y_rep[1318]    8.335027e+00  8.425813e+00  8.512629e+00  8.814760e+00
y_rep[1319]    9.399873e+00  9.487689e+00  9.579753e+00  9.881689e+00
y_rep[1320]    9.603410e+00  9.695884e+00  9.786132e+00  1.011645e+01
y_rep[1321]    9.447805e+00  9.541356e+00  9.630726e+00  9.967662e+00
y_rep[1322]    9.545477e+00  9.635622e+00  9.725624e+00  1.003778e+01
y_rep[1323]    9.435582e+00  9.529242e+00  9.618386e+00  9.913416e+00
y_rep[1324]    9.502963e+00  9.590635e+00  9.682732e+00  9.981105e+00
y_rep[1325]    9.962019e+00  1.004992e+01  1.014343e+01  1.046565e+01
y_rep[1326]    9.667275e+00  9.755747e+00  9.846839e+00  1.014408e+01
y_rep[1327]    9.556995e+00  9.646385e+00  9.736011e+00  1.002052e+01
y_rep[1328]    9.532781e+00  9.622753e+00  9.713357e+00  1.002112e+01
y_rep[1329]    9.412975e+00  9.501089e+00  9.593120e+00  9.897312e+00
y_rep[1330]    9.610509e+00  9.702433e+00  9.789894e+00  1.011073e+01
y_rep[1331]    9.938982e+00  1.002918e+01  1.011866e+01  1.044234e+01
y_rep[1332]    9.724969e+00  9.814733e+00  9.908513e+00  1.022717e+01
y_rep[1333]    9.562203e+00  9.651725e+00  9.742275e+00  1.003786e+01
y_rep[1334]    9.507477e+00  9.598281e+00  9.683868e+00  9.995731e+00
y_rep[1335]    9.360067e+00  9.447604e+00  9.535412e+00  9.842806e+00
y_rep[1336]    9.753789e+00  9.842908e+00  9.930173e+00  1.026708e+01
y_rep[1337]    9.824969e+00  9.917237e+00  1.001160e+01  1.032621e+01
y_rep[1338]    9.542274e+00  9.630753e+00  9.726115e+00  1.001897e+01
y_rep[1339]    9.530495e+00  9.620596e+00  9.714019e+00  1.002992e+01
y_rep[1340]    9.596610e+00  9.692005e+00  9.782982e+00  1.010310e+01
y_rep[1341]    9.642342e+00  9.734267e+00  9.826879e+00  1.012801e+01
y_rep[1342]    9.820813e+00  9.911192e+00  1.000010e+01  1.032211e+01
y_rep[1343]    9.798765e+00  9.889700e+00  9.980450e+00  1.031185e+01
y_rep[1344]    9.844087e+00  9.934288e+00  1.002625e+01  1.032957e+01
y_rep[1345]    9.669623e+00  9.756974e+00  9.847402e+00  1.015892e+01
y_rep[1346]    9.701346e+00  9.793702e+00  9.885451e+00  1.019951e+01
y_rep[1347]    9.573351e+00  9.665656e+00  9.758877e+00  1.007607e+01
y_rep[1348]    9.522930e+00  9.610694e+00  9.700731e+00  9.981656e+00
y_rep[1349]    9.418492e+00  9.504661e+00  9.595336e+00  9.917488e+00
y_rep[1350]    9.600444e+00  9.690226e+00  9.782959e+00  1.009856e+01
y_rep[1351]    9.664725e+00  9.755619e+00  9.845036e+00  1.014092e+01
y_rep[1352]    9.624611e+00  9.710453e+00  9.800015e+00  1.011357e+01
y_rep[1353]    9.890533e+00  9.975955e+00  1.006464e+01  1.036289e+01
y_rep[1354]    9.774189e+00  9.867195e+00  9.956566e+00  1.026394e+01
y_rep[1355]    9.634107e+00  9.727033e+00  9.817472e+00  1.011756e+01
y_rep[1356]    9.667358e+00  9.756274e+00  9.846865e+00  1.015225e+01
y_rep[1357]    9.811219e+00  9.899454e+00  9.990257e+00  1.029141e+01
y_rep[1358]    9.735000e+00  9.826650e+00  9.916294e+00  1.024764e+01
y_rep[1359]    9.283516e+00  9.371685e+00  9.461503e+00  9.771373e+00
y_rep[1360]    9.138417e+00  9.230225e+00  9.321483e+00  9.607058e+00
y_rep[1361]    8.678865e+00  8.769259e+00  8.859833e+00  9.183685e+00
y_rep[1362]    8.593564e+00  8.681592e+00  8.772694e+00  9.072912e+00
y_rep[1363]    8.636465e+00  8.729779e+00  8.819981e+00  9.109386e+00
y_rep[1364]    8.408363e+00  8.496037e+00  8.586809e+00  8.893351e+00
y_rep[1365]    8.451084e+00  8.541386e+00  8.628746e+00  8.938641e+00
y_rep[1366]    7.973389e+00  8.066664e+00  8.156493e+00  8.460638e+00
y_rep[1367]    8.081965e+00  8.172004e+00  8.259758e+00  8.560441e+00
y_rep[1368]    7.795656e+00  7.890055e+00  7.981162e+00  8.288996e+00
y_rep[1369]    7.837858e+00  7.926551e+00  8.017443e+00  8.296563e+00
y_rep[1370]    7.631814e+00  7.721104e+00  7.814232e+00  8.132777e+00
y_rep[1371]    7.450453e+00  7.542056e+00  7.635124e+00  7.943441e+00
y_rep[1372]    7.928178e+00  8.020328e+00  8.113765e+00  8.412537e+00
y_rep[1373]    8.206011e+00  8.295724e+00  8.386378e+00  8.687556e+00
y_rep[1374]    7.901052e+00  7.994648e+00  8.082504e+00  8.423286e+00
y_rep[1375]    7.787749e+00  7.879325e+00  7.969706e+00  8.275975e+00
y_rep[1376]    7.683995e+00  7.772912e+00  7.862372e+00  8.155946e+00
y_rep[1377]    7.580049e+00  7.672463e+00  7.762285e+00  8.061139e+00
y_rep[1378]    7.667128e+00  7.758511e+00  7.845992e+00  8.142996e+00
y_rep[1379]    7.717591e+00  7.810092e+00  7.899017e+00  8.183935e+00
y_rep[1380]    7.391597e+00  7.480256e+00  7.569322e+00  7.882807e+00
y_rep[1381]    7.746154e+00  7.838818e+00  7.925868e+00  8.248376e+00
y_rep[1382]    8.045113e+00  8.132467e+00  8.222290e+00  8.526920e+00
y_rep[1383]    7.928166e+00  8.019307e+00  8.111745e+00  8.402927e+00
y_rep[1384]    8.373927e+00  8.461868e+00  8.552478e+00  8.857391e+00
y_rep[1385]    8.543252e+00  8.632000e+00  8.717998e+00  9.015252e+00
y_rep[1386]    8.344571e+00  8.433031e+00  8.523380e+00  8.837382e+00
y_rep[1387]    8.400637e+00  8.490791e+00  8.580205e+00  8.882609e+00
y_rep[1388]    8.323154e+00  8.414086e+00  8.506816e+00  8.807123e+00
y_rep[1389]    8.204724e+00  8.297505e+00  8.388668e+00  8.706138e+00
y_rep[1390]    8.283280e+00  8.376189e+00  8.464337e+00  8.758982e+00
y_rep[1391]    8.259288e+00  8.346857e+00  8.436613e+00  8.748523e+00
y_rep[1392]    8.161886e+00  8.253569e+00  8.345324e+00  8.679288e+00
y_rep[1393]    8.149620e+00  8.240767e+00  8.332022e+00  8.634349e+00
y_rep[1394]    8.030840e+00  8.121145e+00  8.209762e+00  8.498809e+00
y_rep[1395]    7.765517e+00  7.852037e+00  7.941132e+00  8.227383e+00
y_rep[1396]    8.155932e+00  8.244704e+00  8.334385e+00  8.617200e+00
y_rep[1397]    8.021470e+00  8.113249e+00  8.205488e+00  8.500194e+00
y_rep[1398]    8.690367e+00  8.781112e+00  8.869890e+00  9.180017e+00
y_rep[1399]    9.715769e+00  9.806907e+00  9.897437e+00  1.019252e+01
y_rep[1400]    9.263035e+00  9.357069e+00  9.452557e+00  9.779686e+00
y_rep[1401]    9.472642e+00  9.562041e+00  9.653407e+00  9.940780e+00
y_rep[1402]    9.736728e+00  9.826529e+00  9.916076e+00  1.020196e+01
y_rep[1403]    9.913965e+00  1.000173e+01  1.009280e+01  1.041963e+01
y_rep[1404]    9.792389e+00  9.880351e+00  9.973107e+00  1.027599e+01
y_rep[1405]    9.675250e+00  9.765675e+00  9.855350e+00  1.014870e+01
y_rep[1406]    9.699820e+00  9.791634e+00  9.881749e+00  1.018205e+01
y_rep[1407]    9.565984e+00  9.657724e+00  9.749886e+00  1.007727e+01
y_rep[1408]    9.665958e+00  9.758294e+00  9.847788e+00  1.014356e+01
y_rep[1409]    9.926002e+00  1.002014e+01  1.011015e+01  1.040626e+01
y_rep[1410]    9.870634e+00  9.961127e+00  1.005073e+01  1.036324e+01
y_rep[1411]    1.012789e+01  1.021916e+01  1.030689e+01  1.058651e+01
y_rep[1412]    1.002202e+01  1.011076e+01  1.020174e+01  1.051197e+01
y_rep[1413]    1.012098e+01  1.021002e+01  1.030278e+01  1.059814e+01
y_rep[1414]    1.080914e+01  1.090017e+01  1.099234e+01  1.129295e+01
y_rep[1415]    1.350034e+01  1.359419e+01  1.368610e+01  1.397581e+01
y_rep[1416]    1.319542e+01  1.328339e+01  1.337550e+01  1.367949e+01
y_rep[1417]    1.356038e+01  1.364909e+01  1.374236e+01  1.404164e+01
y_rep[1418]    1.367224e+01  1.376419e+01  1.386027e+01  1.415926e+01
y_rep[1419]    1.390269e+01  1.399411e+01  1.408188e+01  1.438466e+01
y_rep[1420]    1.464740e+01  1.473945e+01  1.482786e+01  1.513236e+01
y_rep[1421]    1.453809e+01  1.462865e+01  1.471741e+01  1.501719e+01
y_rep[1422]    1.441992e+01  1.450964e+01  1.460219e+01  1.491705e+01
y_rep[1423]    1.497371e+01  1.506354e+01  1.515309e+01  1.546338e+01
y_rep[1424]    1.840058e+01  1.849456e+01  1.858612e+01  1.888049e+01
y_rep[1425]    1.785901e+01  1.795011e+01  1.804224e+01  1.835050e+01
y_rep[1426]    1.718580e+01  1.727296e+01  1.736431e+01  1.766914e+01
y_rep[1427]    1.786608e+01  1.795955e+01  1.805541e+01  1.833532e+01
y_rep[1428]    1.793886e+01  1.803111e+01  1.812396e+01  1.841976e+01
y_rep[1429]    1.753642e+01  1.762857e+01  1.771978e+01  1.800490e+01
y_rep[1430]    1.770031e+01  1.779177e+01  1.788238e+01  1.818075e+01
y_rep[1431]    1.845519e+01  1.854410e+01  1.863706e+01  1.893236e+01
y_rep[1432]    1.842128e+01  1.851306e+01  1.860197e+01  1.892529e+01
y_rep[1433]    1.880126e+01  1.889682e+01  1.899033e+01  1.928604e+01
y_rep[1434]    1.831222e+01  1.839844e+01  1.848680e+01  1.878629e+01
y_rep[1435]    1.834558e+01  1.843292e+01  1.852620e+01  1.882503e+01
y_rep[1436]    1.814167e+01  1.823441e+01  1.832298e+01  1.864726e+01
y_rep[1437]    1.817455e+01  1.826367e+01  1.835857e+01  1.866181e+01
y_rep[1438]    1.773252e+01  1.783108e+01  1.792012e+01  1.820941e+01
y_rep[1439]    1.808454e+01  1.817692e+01  1.827003e+01  1.856424e+01
y_rep[1440]    1.767620e+01  1.776872e+01  1.785962e+01  1.817382e+01
y_rep[1441]    1.756792e+01  1.765856e+01  1.774348e+01  1.803896e+01
y_rep[1442]    1.688934e+01  1.697796e+01  1.707364e+01  1.737166e+01
y_rep[1443]    1.676867e+01  1.686109e+01  1.695671e+01  1.727051e+01
y_rep[1444]    1.689140e+01  1.698243e+01  1.707228e+01  1.736532e+01
y_rep[1445]    1.677905e+01  1.686996e+01  1.696067e+01  1.727453e+01
y_rep[1446]    1.576880e+01  1.585771e+01  1.594442e+01  1.623253e+01
y_rep[1447]    1.446813e+01  1.455717e+01  1.464757e+01  1.492380e+01
y_rep[1448]    1.434068e+01  1.443002e+01  1.451996e+01  1.483878e+01
y_rep[1449]    1.424609e+01  1.433519e+01  1.442496e+01  1.473982e+01
y_rep[1450]    1.338628e+01  1.347726e+01  1.356714e+01  1.387758e+01
y_rep[1451]    1.487545e+01  1.496861e+01  1.506332e+01  1.535964e+01
y_rep[1452]    1.462440e+01  1.471425e+01  1.479969e+01  1.511556e+01
y_rep[1453]    1.541783e+01  1.550676e+01  1.559434e+01  1.589413e+01
y_rep[1454]    1.533644e+01  1.542750e+01  1.552135e+01  1.582344e+01
y_rep[1455]    1.544081e+01  1.553040e+01  1.562363e+01  1.591819e+01
y_rep[1456]    1.585320e+01  1.594584e+01  1.603560e+01  1.633211e+01
y_rep[1457]    1.615699e+01  1.624841e+01  1.633701e+01  1.663470e+01
y_rep[1458]    1.571662e+01  1.580315e+01  1.589513e+01  1.619882e+01
y_rep[1459]    1.600239e+01  1.609370e+01  1.618362e+01  1.650013e+01
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log_lik[1319]  1.979684e-01  2.341342e-01  2.712919e-01  3.363757e-01
log_lik[1320] -9.557255e-02 -4.896338e-02 -1.886772e-03  8.891861e-02
log_lik[1321]  4.999625e-01  5.314766e-01  5.630648e-01  6.205436e-01
log_lik[1322]  1.113530e+00  1.134085e+00  1.154099e+00  1.192077e+00
log_lik[1323]  5.989960e-01  6.264420e-01  6.545506e-01  7.040276e-01
log_lik[1324]  3.981188e-01  4.314677e-01  4.651700e-01  5.247137e-01
log_lik[1325]  5.207010e-02  8.788730e-02  1.242618e-01  1.900495e-01
log_lik[1326]  1.101043e+00  1.121109e+00  1.141204e+00  1.180812e+00
log_lik[1327]  9.400400e-01  9.621552e-01  9.834221e-01  1.025030e+00
log_lik[1328]  3.506709e-01  3.964338e-01  4.425238e-01  5.288046e-01
log_lik[1329]  9.563216e-01  9.787305e-01  1.001030e+00  1.042538e+00
log_lik[1330]  7.512173e-01  7.808455e-01  8.093902e-01  8.634011e-01
log_lik[1331]  8.687563e-01  8.986896e-01  9.274004e-01  9.807627e-01
log_lik[1332]  1.061790e+00  1.084596e+00  1.107892e+00  1.149578e+00
log_lik[1333]  1.119895e+00  1.140456e+00  1.160488e+00  1.198985e+00
log_lik[1334]  9.804257e-01  1.007493e+00  1.033247e+00  1.081843e+00
log_lik[1335] -1.684981e+00 -1.641059e+00 -1.596782e+00 -1.512779e+00
log_lik[1336]  9.897559e-01  1.022599e+00  1.052797e+00  1.106613e+00
log_lik[1337]  2.401021e-01  2.826691e-01  3.275324e-01  4.035214e-01
log_lik[1338]  1.113497e+00  1.134023e+00  1.154344e+00  1.194199e+00
log_lik[1339]  6.507921e-01  6.874590e-01  7.217901e-01  7.868753e-01
log_lik[1340]  1.100288e+00  1.121672e+00  1.141853e+00  1.181822e+00
log_lik[1341]  2.989683e-01  3.356153e-01  3.708080e-01  4.418082e-01
log_lik[1342]  7.671599e-01  8.364405e-01  9.054216e-01  1.016429e+00
log_lik[1343]  7.449847e-01  7.846052e-01  8.243471e-01  8.944196e-01
log_lik[1344]  8.581550e-01  8.945752e-01  9.281641e-01  9.895498e-01
log_lik[1345]  1.094944e+00  1.115390e+00  1.135132e+00  1.173260e+00
log_lik[1346]  7.593245e-01  7.886211e-01  8.178139e-01  8.720366e-01
log_lik[1347]  7.602292e-01  7.858355e-01  8.118697e-01  8.606138e-01
log_lik[1348]  7.598453e-01  7.862647e-01  8.123096e-01  8.586031e-01
log_lik[1349]  1.461932e-01  1.906958e-01  2.324214e-01  3.100239e-01
log_lik[1350]  1.105415e+00  1.126113e+00  1.145877e+00  1.183693e+00
log_lik[1351]  1.084651e+00  1.104828e+00  1.124075e+00  1.163160e+00
log_lik[1352]  1.119791e+00  1.140458e+00  1.160383e+00  1.198942e+00
log_lik[1353]  1.091722e+00  1.111660e+00  1.132376e+00  1.173402e+00
log_lik[1354]  1.015949e+00  1.035817e+00  1.057426e+00  1.097218e+00
log_lik[1355]  9.982291e-01  1.027054e+00  1.055714e+00  1.107702e+00
log_lik[1356]  1.119343e+00  1.139684e+00  1.159609e+00  1.198223e+00
log_lik[1357]  6.193003e-01  6.504162e-01  6.805408e-01  7.342236e-01
log_lik[1358] -1.322488e+00 -1.283003e+00 -1.241097e+00 -1.160170e+00
log_lik[1359]  8.116680e-01  8.423152e-01  8.721718e-01  9.284701e-01
log_lik[1360]  1.592807e-01  1.995521e-01  2.398963e-01  3.115634e-01
log_lik[1361] -5.617193e-01 -5.189189e-01 -4.756548e-01 -3.925849e-01
log_lik[1362]  5.374691e-01  5.774470e-01  6.163418e-01  6.854895e-01
log_lik[1363]  9.296307e-01  9.576597e-01  9.847568e-01  1.034205e+00
log_lik[1364]  6.875796e-01  7.310252e-01  7.716160e-01  8.433817e-01
log_lik[1365] -1.918510e+00 -1.873124e+00 -1.826348e+00 -1.741075e+00
log_lik[1366]  1.118929e+00  1.139159e+00  1.159389e+00  1.197889e+00
log_lik[1367]  9.124821e-01  9.432624e-01  9.757065e-01  1.027401e+00
log_lik[1368]  9.231212e-01  9.506593e-01  9.782245e-01  1.028469e+00
log_lik[1369]  1.069721e+00  1.092317e+00  1.114112e+00  1.156456e+00
log_lik[1370]  7.199682e-01  7.638969e-01  8.078618e-01  8.844807e-01
log_lik[1371] -5.368816e-01 -4.827223e-01 -4.302264e-01 -3.275484e-01
log_lik[1372]  9.591644e-01  9.884379e-01  1.017215e+00  1.067129e+00
log_lik[1373] -2.453443e-01 -1.940380e-01 -1.418082e-01 -4.347128e-02
log_lik[1374]  1.109233e+00  1.130221e+00  1.150517e+00  1.190050e+00
log_lik[1375]  7.077359e-01  7.399402e-01  7.728063e-01  8.323988e-01
log_lik[1376]  7.476580e-01  7.830758e-01  8.172365e-01  8.808160e-01
log_lik[1377]  9.381064e-01  9.648979e-01  9.922408e-01  1.041113e+00
log_lik[1378]  7.403182e-01  7.754964e-01  8.112443e-01  8.724006e-01
log_lik[1379]  1.117287e+00  1.137861e+00  1.157599e+00  1.197139e+00
log_lik[1380]  9.107528e-01  9.473107e-01  9.817748e-01  1.044308e+00
log_lik[1381]  4.177192e-01  4.671231e-01  5.140514e-01  5.966650e-01
log_lik[1382]  1.400125e-01  1.843096e-01  2.252386e-01  3.044058e-01
log_lik[1383]  8.360382e-01  8.750580e-01  9.125593e-01  9.792093e-01
log_lik[1384]  1.114268e+00  1.134972e+00  1.154836e+00  1.194741e+00
log_lik[1385]  1.038729e+00  1.065927e+00  1.090615e+00  1.136314e+00
log_lik[1386]  3.680372e-01  4.068620e-01  4.442785e-01  5.138245e-01
log_lik[1387]  9.874068e-01  1.012352e+00  1.036513e+00  1.082626e+00
log_lik[1388]  1.060884e+00  1.083575e+00  1.105321e+00  1.147007e+00
log_lik[1389]  9.772567e-01  1.008002e+00  1.036972e+00  1.091514e+00
log_lik[1390]  1.103565e+00  1.124292e+00  1.144669e+00  1.184692e+00
log_lik[1391]  1.095475e+00  1.117279e+00  1.138018e+00  1.177897e+00
log_lik[1392]  1.093900e+00  1.114770e+00  1.135440e+00  1.174906e+00
log_lik[1393]  1.113090e+00  1.133970e+00  1.154443e+00  1.193333e+00
log_lik[1394]  4.761181e-01  5.178500e-01  5.600016e-01  6.343992e-01
log_lik[1395]  7.472145e-01  7.795618e-01  8.130033e-01  8.741771e-01
log_lik[1396] -2.580247e-01 -2.020192e-01 -1.425127e-01 -3.462652e-02
log_lik[1397] -1.492287e-01 -1.003610e-01 -5.046245e-02  3.864614e-02
log_lik[1398] -5.154218e-01 -4.699874e-01 -4.243589e-01 -3.344891e-01
log_lik[1399] -1.893873e+00 -1.826745e+00 -1.757185e+00 -1.625356e+00
log_lik[1400]  6.945460e-01  7.319781e-01  7.666606e-01  8.326436e-01
log_lik[1401] -9.736432e-01 -9.230262e-01 -8.721638e-01 -7.776437e-01
log_lik[1402]  9.241968e-01  9.573805e-01  9.882179e-01  1.041598e+00
log_lik[1403] -2.370818e-01 -1.999525e-01 -1.619723e-01 -8.979858e-02
log_lik[1404]  7.901279e-01  8.195655e-01  8.488732e-01  9.004057e-01
log_lik[1405]  1.105086e+00  1.125989e+00  1.146378e+00  1.185257e+00
log_lik[1406]  9.467763e-01  9.760016e-01  1.003146e+00  1.051797e+00
log_lik[1407]  8.155550e-01  8.443039e-01  8.710937e-01  9.216024e-01
log_lik[1408]  1.118565e+00  1.138909e+00  1.159096e+00  1.197344e+00
log_lik[1409]  1.050492e+00  1.074701e+00  1.097633e+00  1.143169e+00
log_lik[1410] -1.886324e+00 -1.835119e+00 -1.785662e+00 -1.693448e+00
log_lik[1411]  1.116772e+00  1.138055e+00  1.157779e+00  1.196398e+00
log_lik[1412] -1.517496e-01 -1.025353e-01 -5.241294e-02  4.863425e-02
log_lik[1413] -1.135702e+00 -1.095730e+00 -1.056489e+00 -9.792296e-01
log_lik[1414] -4.772914e-02  6.395717e-02  1.760659e-01  3.761527e-01
log_lik[1415] -3.650008e+00 -3.565822e+00 -3.485027e+00 -3.340877e+00
log_lik[1416] -7.719037e-01 -7.214085e-01 -6.712717e-01 -5.801896e-01
log_lik[1417] -3.542745e-01 -3.145081e-01 -2.746184e-01 -1.974764e-01
log_lik[1418]  7.958928e-01  8.455992e-01  8.909999e-01  9.726338e-01
log_lik[1419] -2.497058e+00 -2.421992e+00 -2.345707e+00 -2.195225e+00
log_lik[1420]  1.082906e+00  1.110249e+00  1.135926e+00  1.180919e+00
log_lik[1421] -5.764424e-01 -5.330081e-01 -4.887067e-01 -4.056292e-01
log_lik[1422]  5.528202e-01  6.031123e-01  6.492898e-01  7.320346e-01
log_lik[1423] -8.641118e-01 -8.073316e-01 -7.473808e-01 -6.368441e-01
log_lik[1424] -6.781929e+00 -6.614545e+00 -6.442907e+00 -6.139612e+00
log_lik[1425] -4.079399e+00 -3.968543e+00 -3.856184e+00 -3.652772e+00
log_lik[1426] -3.711463e-01 -2.992978e-01 -2.276944e-01 -9.696659e-02
log_lik[1427]  6.358061e-01  8.034766e-01  9.309325e-01  1.102039e+00
log_lik[1428] -1.136201e+00 -9.956494e-01 -8.600051e-01 -5.993901e-01
log_lik[1429]  6.937324e-01  7.551710e-01  8.165539e-01  9.177149e-01
log_lik[1430]  6.637062e-01  7.122108e-01  7.582591e-01  8.415767e-01
log_lik[1431] -2.516444e-01 -1.506162e-01 -5.074999e-02  1.315218e-01
log_lik[1432]  5.262331e-01  6.465151e-01  7.545497e-01  9.297594e-01
log_lik[1433] -2.598345e+00 -2.503948e+00 -2.408624e+00 -2.230878e+00
log_lik[1434]  1.026004e+00  1.057491e+00  1.087012e+00  1.138901e+00
log_lik[1435]  2.221132e-01  2.974708e-01  3.702601e-01  4.995331e-01
log_lik[1436]  8.337788e-01  8.959462e-01  9.512319e-01  1.041967e+00
log_lik[1437]  1.038993e+00  1.068718e+00  1.097521e+00  1.147846e+00
log_lik[1438] -6.061139e-01 -5.029740e-01 -3.969731e-01 -1.906147e-01
log_lik[1439] -1.876279e-01 -1.143733e-01 -4.480497e-02  8.642398e-02
log_lik[1440]  4.208356e-01  4.781649e-01  5.306006e-01  6.308094e-01
log_lik[1441]  8.819114e-01  9.265778e-01  9.711919e-01  1.041961e+00
log_lik[1442]  1.056921e+00  1.091225e+00  1.122912e+00  1.174339e+00
log_lik[1443]  6.087443e-01  6.633750e-01  7.139699e-01  8.037629e-01
log_lik[1444]  1.424398e-01  2.360045e-01  3.244522e-01  4.847406e-01
log_lik[1445] -6.370415e-01 -5.503723e-01 -4.687954e-01 -3.122278e-01
log_lik[1446]  9.492341e-01  9.928240e-01  1.032401e+00  1.096652e+00
log_lik[1447] -1.863008e-01 -6.577329e-02  5.002096e-02  2.698433e-01
log_lik[1448]  5.658486e-01  6.100086e-01  6.488277e-01  7.228622e-01
log_lik[1449] -7.337056e-01 -6.879750e-01 -6.437584e-01 -5.579883e-01
log_lik[1450] -5.769411e+00 -5.634205e+00 -5.503129e+00 -5.262459e+00
log_lik[1451]  7.196416e-01  8.371392e-01  9.367514e-01  1.085277e+00
log_lik[1452]  9.973010e-01  1.039073e+00  1.075744e+00  1.135738e+00
log_lik[1453]  4.649132e-02  9.162026e-02  1.377055e-01  2.178422e-01
log_lik[1454]  3.403594e-01  4.068633e-01  4.698900e-01  5.842451e-01
log_lik[1455] -1.166861e+00 -1.076573e+00 -9.818970e-01 -8.076057e-01
log_lik[1456]  1.042590e+00  1.073822e+00  1.103035e+00  1.153970e+00
log_lik[1457]  3.082723e-01  3.998777e-01  4.854029e-01  6.352034e-01
log_lik[1458]  3.306597e-01  3.823148e-01  4.329578e-01  5.230871e-01
log_lik[1459]  6.881801e-01  7.580549e-01  8.255738e-01  9.367328e-01
log_lik[1460] -4.254001e+00 -4.163500e+00 -4.078909e+00 -3.917718e+00
y_hat          1.221493e+01  1.230635e+01  1.239738e+01  1.271426e+01
lp__           1.324906e+03  1.326419e+03  1.327674e+03  1.329268e+03
                 n_eff      Rhat
alpha         5834.900 1.0001778
beta[1]       4215.774 0.9997978
beta[2]       4247.410 1.0005838
beta[3]       3759.451 0.9997714
beta_mu[1]    5710.857 1.0001329
beta_mu[2]    5642.476 0.9995034
beta_mu[3]    5003.823 0.9998800
sigma         4323.397 1.0009847
nu            4310.339 1.0000518
mu[1]         5684.334 0.9998598
mu[2]         5621.733 0.9998219
mu[3]         4963.380 0.9997788
mu[4]         5277.414 0.9998419
mu[5]         4635.890 1.0000967
mu[6]         5306.968 0.9999442
mu[7]         4323.635 0.9999622
mu[8]         4005.917 0.9996754
mu[9]         5700.452 0.9998299
mu[10]        5514.113 0.9999012
mu[11]        5705.950 0.9998915
mu[12]        5305.604 0.9997863
mu[13]        5916.994 0.9998928
mu[14]        5687.866 0.9998039
mu[15]        4627.165 1.0002013
mu[16]        5718.621 1.0000725
mu[17]        4336.013 0.9998248
mu[18]        5099.041 0.9998221
mu[19]        5688.867 0.9998296
mu[20]        5318.777 0.9999945
mu[21]        5589.353 0.9999035
mu[22]        5879.473 0.9999760
mu[23]        5495.108 0.9998387
mu[24]        5715.583 0.9998806
mu[25]        5770.469 0.9998516
mu[26]        4948.779 1.0001385
mu[27]        4883.098 1.0004611
mu[28]        4313.001 0.9996434
mu[29]        5737.031 0.9999256
mu[30]        5074.644 1.0002414
mu[31]        4661.170 1.0001542
mu[32]        4872.596 0.9999480
mu[33]        5418.292 1.0001480
mu[34]        5726.314 1.0000500
mu[35]        4355.779 0.9998073
mu[36]        4956.279 1.0002324
mu[37]        4759.732 1.0003226
mu[38]        4580.297 1.0005412
mu[39]        5726.674 0.9999622
mu[40]        4906.565 0.9999482
mu[41]        5766.787 0.9999751
mu[42]        5115.223 0.9999569
mu[43]        5864.219 1.0000493
mu[44]        4959.380 1.0004859
mu[45]        5176.599 0.9998682
mu[46]        4856.307 0.9999539
mu[47]        4514.714 1.0002623
mu[48]        4877.512 1.0004133
mu[49]        4809.672 1.0004547
mu[50]        4608.925 1.0003803
mu[51]        4907.691 1.0002001
mu[52]        4603.826 1.0002266
mu[53]        5751.600 1.0000076
mu[54]        5638.206 1.0001350
mu[55]        4168.480 0.9997590
mu[56]        5759.772 1.0001866
mu[57]        4532.810 1.0000862
mu[58]        5816.651 0.9999927
mu[59]        5416.593 0.9999317
mu[60]        5502.015 1.0000674
mu[61]        4012.164 0.9995665
mu[62]        4749.174 0.9998813
mu[63]        4965.937 0.9998837
mu[64]        5396.475 0.9999554
mu[65]        4836.636 0.9998526
mu[66]        5432.028 1.0001549
mu[67]        5441.483 1.0000110
mu[68]        5183.504 1.0003877
mu[69]        4417.798 0.9998022
mu[70]        5031.613 1.0001311
mu[71]        4493.710 1.0000122
mu[72]        4865.869 1.0002652
mu[73]        5061.131 1.0000518
mu[74]        5618.253 1.0001971
mu[75]        4822.743 0.9999304
mu[76]        4808.920 1.0002669
mu[77]        5709.714 1.0001509
mu[78]        5340.454 1.0000285
mu[79]        5245.937 0.9999780
mu[80]        4641.230 0.9997888
mu[81]        5365.247 1.0002879
mu[82]        5677.115 1.0001268
mu[83]        5326.671 0.9999908
mu[84]        4396.768 1.0003515
mu[85]        5457.625 1.0003106
mu[86]        4969.463 1.0005029
mu[87]        4980.956 1.0004107
mu[88]        5135.839 0.9999709
mu[89]        5049.792 0.9999108
mu[90]        4842.499 1.0001327
mu[91]        5591.595 1.0001258
mu[92]        5648.760 1.0000956
mu[93]        5678.549 1.0001218
mu[94]        5198.291 1.0001430
mu[95]        4951.132 1.0001714
mu[96]        4882.452 1.0002099
mu[97]        5522.426 1.0002920
mu[98]        5236.487 1.0002573
mu[99]        5215.545 1.0001102
mu[100]       5626.811 1.0002598
mu[101]       4236.415 1.0001664
mu[102]       4547.493 0.9998155
mu[103]       5544.499 1.0001140
mu[104]       4520.305 1.0004417
mu[105]       4761.252 0.9998368
mu[106]       4819.564 0.9999133
mu[107]       5663.614 1.0001449
mu[108]       5063.521 1.0002488
mu[109]       4947.342 1.0001499
mu[110]       4908.486 1.0003793
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y_rep[1094]   5807.820 1.0004757
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log_lik[2]    6505.741 0.9995086
log_lik[3]    5071.644 1.0001589
log_lik[4]    5021.300 0.9997488
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log_lik[27]   5049.699 1.0009662
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log_lik[30]   5190.456 1.0007896
log_lik[31]   4897.648 1.0003582
log_lik[32]   4680.845 1.0001236
log_lik[33]   4650.202 1.0008197
log_lik[34]   5063.035 1.0003872
log_lik[35]   4341.641 1.0002175
log_lik[36]   5153.790 1.0009209
log_lik[37]   4974.576 1.0004494
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log_lik[1419] 5016.808 1.0002241
log_lik[1420] 4332.200 1.0003225
log_lik[1421] 5279.904 1.0000649
log_lik[1422] 4466.809 0.9997223
log_lik[1423] 4826.686 1.0003309
log_lik[1424] 5137.791 0.9998032
log_lik[1425] 4870.959 0.9996664
log_lik[1426] 4714.418 0.9997054
log_lik[1427] 3860.989 0.9996139
log_lik[1428] 4206.668 1.0000454
log_lik[1429] 4782.983 0.9997497
log_lik[1430] 5978.596 0.9999776
log_lik[1431] 4690.759 0.9997345
log_lik[1432] 4660.520 1.0001876
log_lik[1433] 4720.666 0.9997396
log_lik[1434] 5364.564 1.0007005
log_lik[1435] 4983.712 0.9999742
log_lik[1436] 4890.214 1.0001364
log_lik[1437] 5194.184 1.0006558
log_lik[1438] 4147.520 0.9998565
log_lik[1439] 4972.919 0.9997083
log_lik[1440] 5707.560 0.9998815
log_lik[1441] 4913.881 1.0002529
log_lik[1442] 4460.527 0.9999113
log_lik[1443] 4988.948 0.9998459
log_lik[1444] 4445.830 1.0000395
log_lik[1445] 4467.020 0.9998799
log_lik[1446] 4681.836 0.9999986
log_lik[1447] 4246.075 0.9997610
log_lik[1448] 4843.226 0.9998029
log_lik[1449] 5019.958 1.0000313
log_lik[1450] 5446.249 0.9996944
log_lik[1451] 4543.962 1.0004480
log_lik[1452] 4805.946 1.0007757
log_lik[1453] 5371.331 1.0003985
log_lik[1454] 4796.050 0.9997533
log_lik[1455] 4600.459 1.0008451
log_lik[1456] 4630.549 0.9998349
log_lik[1457] 4248.710 0.9996098
log_lik[1458] 5378.398 1.0005800
log_lik[1459] 4254.289 0.9996161
log_lik[1460] 6284.099 0.9995727
y_hat         6147.248 0.9996208
lp__          2541.913 1.0005810

$c_summary
, , chains = chain:1

               stats
parameter                mean           sd          2.5%           25%
  alpha          1.230561e+01  0.003927813  1.229808e+01  1.230287e+01
  beta[1]        6.266530e-01  0.098840501  4.424042e-01  5.598427e-01
  beta[2]        6.549777e-01  0.108704240  4.349764e-01  5.810948e-01
  beta[3]        1.909863e+00  0.123388468  1.664289e+00  1.829285e+00
  beta_mu[1]    -3.441846e-01 16.733921887 -3.304332e+01 -1.123201e+01
  beta_mu[2]     5.390042e-01 16.170872473 -2.992552e+01 -1.080919e+01
  beta_mu[3]     1.694895e+00 16.807464985 -3.221063e+01 -9.117990e+00
  sigma          1.165507e-01  0.003875415  1.091073e-01  1.138464e-01
  nu             2.713416e+00  0.210257461  2.337183e+00  2.572856e+00
  mu[1]          1.651849e+01  0.007933665  1.650347e+01  1.651280e+01
  mu[2]          1.685653e+01  0.008610501  1.684013e+01  1.685034e+01
  mu[3]          1.641292e+01  0.009739475  1.639428e+01  1.640638e+01
  mu[4]          1.709933e+01  0.009058245  1.708225e+01  1.709294e+01
  mu[5]          1.715351e+01  0.018036161  1.712004e+01  1.714053e+01
  mu[6]          1.769537e+01  0.010764799  1.767508e+01  1.768805e+01
  mu[7]          1.735315e+01  0.015593040  1.732292e+01  1.734208e+01
  mu[8]          1.763730e+01  0.021700049  1.759546e+01  1.762299e+01
  mu[9]          1.735319e+01  0.008922892  1.733637e+01  1.734690e+01
  mu[10]         1.780554e+01  0.009785134  1.778681e+01  1.779859e+01
  mu[11]         1.801556e+01  0.009782275  1.799674e+01  1.800862e+01
  mu[12]         1.914887e+01  0.011756929  1.912597e+01  1.914041e+01
  mu[13]         1.895733e+01  0.010557113  1.893721e+01  1.895009e+01
  mu[14]         1.843115e+01  0.010307619  1.841204e+01  1.842409e+01
  mu[15]         1.750664e+01  0.021205912  1.746684e+01  1.749220e+01
  mu[16]         1.688534e+01  0.008417583  1.686945e+01  1.687946e+01
  mu[17]         1.720146e+01  0.014119927  1.717398e+01  1.719173e+01
  mu[18]         1.746868e+01  0.010424219  1.744876e+01  1.746133e+01
  mu[19]         1.720037e+01  0.008891215  1.718328e+01  1.719433e+01
  mu[20]         1.648354e+01  0.009978141  1.646451e+01  1.647652e+01
  mu[21]         1.624328e+01  0.008087938  1.622793e+01  1.623775e+01
  mu[22]         1.638840e+01  0.007536310  1.637428e+01  1.638325e+01
  mu[23]         1.634548e+01  0.008509365  1.632935e+01  1.633943e+01
  mu[24]         1.683977e+01  0.008324510  1.682362e+01  1.683377e+01
  mu[25]         1.693222e+01  0.008274035  1.691657e+01  1.692637e+01
  mu[26]         1.618972e+01  0.010423635  1.617015e+01  1.618236e+01
  mu[27]         1.606059e+01  0.010295646  1.604071e+01  1.605382e+01
  mu[28]         1.584673e+01  0.013286437  1.582053e+01  1.583780e+01
  mu[29]         1.543844e+01  0.006651299  1.542594e+01  1.543379e+01
  mu[30]         1.523856e+01  0.008779655  1.522115e+01  1.523235e+01
  mu[31]         1.531820e+01  0.009977449  1.529905e+01  1.531115e+01
  mu[32]         1.467642e+01  0.009104653  1.465941e+01  1.466990e+01
  mu[33]         1.415310e+01  0.006175418  1.414161e+01  1.414880e+01
  mu[34]         1.393623e+01  0.005219626  1.392623e+01  1.393258e+01
  mu[35]         1.322664e+01  0.017016315  1.319455e+01  1.321481e+01
  mu[36]         1.317218e+01  0.006291396  1.315940e+01  1.316803e+01
  mu[37]         1.361251e+01  0.008459329  1.359562e+01  1.360675e+01
  mu[38]         1.481133e+01  0.020954122  1.477012e+01  1.479651e+01
  mu[39]         1.522455e+01  0.006428147  1.521220e+01  1.522006e+01
  mu[40]         1.479108e+01  0.007310385  1.477716e+01  1.478605e+01
  mu[41]         1.468738e+01  0.005820323  1.467620e+01  1.468331e+01
  mu[42]         1.489608e+01  0.007212909  1.488232e+01  1.489110e+01
  mu[43]         1.475444e+01  0.005756375  1.474320e+01  1.475041e+01
  mu[44]         1.522776e+01  0.009470973  1.520925e+01  1.522123e+01
  mu[45]         1.463181e+01  0.007063191  1.461854e+01  1.462691e+01
  mu[46]         1.376828e+01  0.008212278  1.375276e+01  1.376238e+01
  mu[47]         1.360741e+01  0.008413210  1.359068e+01  1.360146e+01
  mu[48]         1.380755e+01  0.006818775  1.379430e+01  1.380294e+01
  mu[49]         1.450028e+01  0.009843947  1.448050e+01  1.449367e+01
  mu[50]         1.493881e+01  0.009326361  1.492106e+01  1.493246e+01
  mu[51]         1.501381e+01  0.009249056  1.499569e+01  1.500743e+01
  mu[52]         1.440380e+01  0.009089698  1.438612e+01  1.439740e+01
  mu[53]         1.424294e+01  0.005412141  1.423258e+01  1.423922e+01
  mu[54]         1.432384e+01  0.005885594  1.431227e+01  1.431973e+01
  mu[55]         1.423893e+01  0.009562566  1.422078e+01  1.423211e+01
  mu[56]         1.432699e+01  0.005598696  1.431608e+01  1.432309e+01
  mu[57]         1.450447e+01  0.008681267  1.448801e+01  1.449845e+01
  mu[58]         1.471751e+01  0.005751402  1.470647e+01  1.471357e+01
  mu[59]         1.412157e+01  0.006123246  1.411022e+01  1.411728e+01
  mu[60]         1.394880e+01  0.005455180  1.393836e+01  1.394484e+01
  mu[61]         1.308042e+01  0.018834427  1.304228e+01  1.306792e+01
  mu[62]         1.304016e+01  0.005494837  1.302981e+01  1.303625e+01
  mu[63]         1.416568e+01  0.006159751  1.415380e+01  1.416113e+01
  mu[64]         1.397977e+01  0.005495613  1.396910e+01  1.397560e+01
  mu[65]         1.357684e+01  0.006396637  1.356450e+01  1.357246e+01
  mu[66]         1.328397e+01  0.005044342  1.327438e+01  1.328036e+01
  mu[67]         1.338881e+01  0.005112900  1.337927e+01  1.338534e+01
  mu[68]         1.355936e+01  0.005851600  1.354779e+01  1.355541e+01
  mu[69]         1.387651e+01  0.008787189  1.386024e+01  1.387028e+01
  mu[70]         1.402855e+01  0.006844446  1.401524e+01  1.402366e+01
  mu[71]         1.381955e+01  0.007399715  1.380533e+01  1.381430e+01
  mu[72]         1.289541e+01  0.009795579  1.287739e+01  1.288876e+01
  mu[73]         1.234777e+01  0.004569997  1.233909e+01  1.234453e+01
  mu[74]         1.226364e+01  0.004135337  1.225572e+01  1.226062e+01
  mu[75]         1.219234e+01  0.004860640  1.218290e+01  1.218897e+01
  mu[76]         1.292951e+01  0.006814831  1.291588e+01  1.292490e+01
  mu[77]         1.295672e+01  0.004406262  1.294814e+01  1.295363e+01
  mu[78]         1.285685e+01  0.004664950  1.284769e+01  1.285354e+01
  mu[79]         1.240237e+01  0.004993176  1.239289e+01  1.239895e+01
  mu[80]         1.238508e+01  0.007071118  1.237152e+01  1.238029e+01
  mu[81]         1.234183e+01  0.004583090  1.233281e+01  1.233873e+01
  mu[82]         1.249778e+01  0.004213940  1.248966e+01  1.249493e+01
  mu[83]         1.269172e+01  0.005091054  1.268219e+01  1.268822e+01
  mu[84]         1.295156e+01  0.008021603  1.293605e+01  1.294594e+01
  mu[85]         1.261377e+01  0.004946355  1.260437e+01  1.261024e+01
  mu[86]         1.209808e+01  0.007639362  1.208334e+01  1.209271e+01
  mu[87]         1.283773e+01  0.008517266  1.282145e+01  1.283182e+01
  mu[88]         1.312203e+01  0.005043097  1.311234e+01  1.311842e+01
  mu[89]         1.307776e+01  0.006252321  1.306611e+01  1.307341e+01
  mu[90]         1.379817e+01  0.009598015  1.378055e+01  1.379153e+01
  mu[91]         1.380766e+01  0.005350886  1.379750e+01  1.380396e+01
  mu[92]         1.345723e+01  0.004783840  1.344782e+01  1.345361e+01
  mu[93]         1.314259e+01  0.004511541  1.313373e+01  1.313914e+01
  mu[94]         1.338136e+01  0.005632181  1.337007e+01  1.337753e+01
  mu[95]         1.338603e+01  0.005920116  1.337471e+01  1.338181e+01
  mu[96]         1.359328e+01  0.006519452  1.358076e+01  1.358873e+01
  mu[97]         1.374504e+01  0.005504311  1.373401e+01  1.374118e+01
  mu[98]         1.349613e+01  0.006060334  1.348449e+01  1.349189e+01
  mu[99]         1.302834e+01  0.005025072  1.301881e+01  1.302470e+01
  mu[100]        1.280819e+01  0.004551050  1.279930e+01  1.280508e+01
  mu[101]        1.278227e+01  0.008540462  1.276603e+01  1.277654e+01
  mu[102]        1.318832e+01  0.006288447  1.317676e+01  1.318373e+01
  mu[103]        1.414600e+01  0.005592252  1.413531e+01  1.414215e+01
  mu[104]        1.369882e+01  0.011435691  1.367690e+01  1.369073e+01
  mu[105]        1.346597e+01  0.006509164  1.345350e+01  1.346159e+01
  mu[106]        1.337002e+01  0.005601230  1.335914e+01  1.336592e+01
  mu[107]        1.288230e+01  0.004603868  1.287364e+01  1.287905e+01
  mu[108]        1.294500e+01  0.005699468  1.293332e+01  1.294108e+01
  mu[109]        1.348023e+01  0.006488700  1.346725e+01  1.347584e+01
  mu[110]        1.341075e+01  0.007553141  1.339616e+01  1.340543e+01
  mu[111]        1.285918e+01  0.005552000  1.284801e+01  1.285542e+01
  mu[112]        1.279546e+01  0.006080809  1.278409e+01  1.279087e+01
  mu[113]        1.186991e+01  0.009573335  1.185164e+01  1.186308e+01
  mu[114]        1.138435e+01  0.003949897  1.137671e+01  1.138168e+01
  mu[115]        1.156953e+01  0.006812634  1.155632e+01  1.156480e+01
  mu[116]        1.209966e+01  0.010741075  1.207943e+01  1.209216e+01
  mu[117]        1.208681e+01  0.007328698  1.207277e+01  1.208168e+01
  mu[118]        1.167287e+01  0.004761829  1.166385e+01  1.166942e+01
  mu[119]        1.154518e+01  0.004645723  1.153628e+01  1.154200e+01
  mu[120]        1.119650e+01  0.004138132  1.118872e+01  1.119361e+01
  mu[121]        1.117069e+01  0.004408360  1.116241e+01  1.116757e+01
  mu[122]        1.161844e+01  0.005371090  1.160833e+01  1.161467e+01
  mu[123]        1.198139e+01  0.004961892  1.197124e+01  1.197803e+01
  mu[124]        1.208160e+01  0.003940296  1.207402e+01  1.207875e+01
  mu[125]        1.197139e+01  0.009898051  1.195229e+01  1.196427e+01
  mu[126]        1.147283e+01  0.006503268  1.146013e+01  1.146820e+01
  mu[127]        1.110848e+01  0.006752748  1.109492e+01  1.110385e+01
  mu[128]        1.123321e+01  0.004604461  1.122418e+01  1.123005e+01
  mu[129]        1.129495e+01  0.006217003  1.128289e+01  1.129070e+01
  mu[130]        1.147657e+01  0.004708302  1.146758e+01  1.147330e+01
  mu[131]        1.144330e+01  0.004139549  1.143539e+01  1.144035e+01
  mu[132]        1.086011e+01  0.005721647  1.084862e+01  1.085630e+01
  mu[133]        1.056495e+01  0.006755355  1.055090e+01  1.056024e+01
  mu[134]        1.069434e+01  0.004403147  1.068570e+01  1.069140e+01
  mu[135]        1.090833e+01  0.003945102  1.090063e+01  1.090560e+01
  mu[136]        1.078355e+01  0.004866962  1.077364e+01  1.078027e+01
  mu[137]        1.153793e+01  0.008379907  1.152129e+01  1.153203e+01
  mu[138]        1.151221e+01  0.006161111  1.150020e+01  1.150802e+01
  mu[139]        1.108007e+01  0.003989817  1.107253e+01  1.107742e+01
  mu[140]        1.081670e+01  0.005384411  1.080596e+01  1.081299e+01
  mu[141]        1.164964e+01  0.010469835  1.162927e+01  1.164216e+01
  mu[142]        1.124535e+01  0.006713435  1.123234e+01  1.124056e+01
  mu[143]        1.135664e+01  0.003980719  1.134902e+01  1.135391e+01
  mu[144]        1.129647e+01  0.003976914  1.128875e+01  1.129380e+01
  mu[145]        1.053536e+01  0.007156745  1.052214e+01  1.053039e+01
  mu[146]        1.024754e+01  0.004308642  1.023929e+01  1.024459e+01
  mu[147]        1.027602e+01  0.006030313  1.026386e+01  1.027200e+01
  mu[148]        1.064675e+01  0.004669501  1.063774e+01  1.064342e+01
  mu[149]        1.058050e+01  0.005463995  1.056966e+01  1.057682e+01
  mu[150]        1.084706e+01  0.003968048  1.083928e+01  1.084432e+01
  mu[151]        1.070658e+01  0.006097278  1.069470e+01  1.070239e+01
  mu[152]        1.065752e+01  0.005872696  1.064566e+01  1.065348e+01
  mu[153]        1.019148e+01  0.005909514  1.018000e+01  1.018739e+01
  mu[154]        1.002554e+01  0.004967693  1.001570e+01  1.002218e+01
  mu[155]        1.019509e+01  0.004540580  1.018633e+01  1.019185e+01
  mu[156]        1.090078e+01  0.009778188  1.088200e+01  1.089399e+01
  mu[157]        1.118476e+01  0.008076273  1.116844e+01  1.117952e+01
  mu[158]        1.132241e+01  0.004940239  1.131241e+01  1.131907e+01
  mu[159]        1.118209e+01  0.005509575  1.117137e+01  1.117831e+01
  mu[160]        1.045210e+01  0.006358419  1.043995e+01  1.044755e+01
  mu[161]        1.027805e+01  0.005470126  1.026666e+01  1.027441e+01
  mu[162]        1.077821e+01  0.006117188  1.076583e+01  1.077397e+01
  mu[163]        1.090074e+01  0.004217092  1.089263e+01  1.089784e+01
  mu[164]        1.083990e+01  0.007023911  1.082555e+01  1.083532e+01
  mu[165]        1.080114e+01  0.004322355  1.079263e+01  1.079823e+01
  mu[166]        1.092176e+01  0.007285808  1.090704e+01  1.091669e+01
  mu[167]        1.072120e+01  0.003960260  1.071346e+01  1.071843e+01
  mu[168]        1.062203e+01  0.005027074  1.061173e+01  1.061873e+01
  mu[169]        1.329585e+01  0.026607795  1.324448e+01  1.327737e+01
  mu[170]        1.748288e+01  0.082534560  1.731775e+01  1.742684e+01
  mu[171]        1.648835e+01  0.012589895  1.646395e+01  1.647994e+01
  mu[172]        1.666221e+01  0.011955623  1.663957e+01  1.665399e+01
  mu[173]        1.693009e+01  0.012500801  1.690620e+01  1.692132e+01
  mu[174]        1.699255e+01  0.009680288  1.697394e+01  1.698579e+01
  mu[175]        1.758671e+01  0.018393606  1.755091e+01  1.757427e+01
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  mu[177]        1.722588e+01  0.012479826  1.720228e+01  1.721725e+01
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  mu[1395]       7.851480e+00  0.006512132  7.838953e+00  7.847376e+00
  mu[1396]       8.242419e+00  0.008163082  8.225764e+00  8.237100e+00
  mu[1397]       8.114646e+00  0.006619005  8.101543e+00  8.110091e+00
  mu[1398]       8.780998e+00  0.005684978  8.770462e+00  8.777110e+00
  mu[1399]       9.803822e+00  0.011114158  9.781908e+00  9.796130e+00
  mu[1400]       9.356028e+00  0.006651257  9.343473e+00  9.351262e+00
  mu[1401]       9.564383e+00  0.006750707  9.551284e+00  9.559715e+00
  mu[1402]       9.826042e+00  0.007669390  9.811015e+00  9.820858e+00
  mu[1403]       1.000064e+01  0.004735490  9.991385e+00  9.997528e+00
  mu[1404]       9.883570e+00  0.005733801  9.872490e+00  9.879346e+00
  mu[1405]       9.765601e+00  0.006752064  9.752302e+00  9.761036e+00
  mu[1406]       9.789336e+00  0.006819264  9.775884e+00  9.784658e+00
  mu[1407]       9.657227e+00  0.005550391  9.646693e+00  9.653175e+00
  mu[1408]       9.756441e+00  0.007653165  9.741392e+00  9.751325e+00
  mu[1409]       1.002042e+01  0.007064956  1.000618e+01  1.001565e+01
  mu[1410]       9.964170e+00  0.006608900  9.950912e+00  9.959786e+00
  mu[1411]       1.021879e+01  0.009211726  1.020077e+01  1.021251e+01
  mu[1412]       1.011323e+01  0.006865560  1.009982e+01  1.010855e+01
  mu[1413]       1.021205e+01  0.004449850  1.020353e+01  1.020898e+01
  mu[1414]       1.090283e+01  0.017469894  1.086924e+01  1.089083e+01
  mu[1415]       1.359424e+01  0.013577221  1.356830e+01  1.358510e+01
  mu[1416]       1.328568e+01  0.006532999  1.327334e+01  1.328097e+01
  mu[1417]       1.364967e+01  0.005026395  1.363961e+01  1.364613e+01
  mu[1418]       1.376381e+01  0.010288079  1.374381e+01  1.375664e+01
  mu[1419]       1.399646e+01  0.013489113  1.397002e+01  1.398685e+01
  mu[1420]       1.473682e+01  0.011913696  1.471387e+01  1.472862e+01
  mu[1421]       1.462757e+01  0.005638877  1.461664e+01  1.462347e+01
  mu[1422]       1.450940e+01  0.008304770  1.449365e+01  1.450364e+01
  mu[1423]       1.506174e+01  0.007895380  1.504655e+01  1.505628e+01
  mu[1424]       1.849406e+01  0.028122078  1.843994e+01  1.847378e+01
  mu[1425]       1.794779e+01  0.025131464  1.789912e+01  1.793037e+01
  mu[1426]       1.727563e+01  0.010467533  1.725555e+01  1.726843e+01
  mu[1427]       1.796290e+01  0.030204650  1.790564e+01  1.794310e+01
  mu[1428]       1.803445e+01  0.022076011  1.799070e+01  1.801918e+01
  mu[1429]       1.762832e+01  0.012029477  1.760528e+01  1.762006e+01
  mu[1430]       1.779322e+01  0.009136834  1.777553e+01  1.778684e+01
  mu[1431]       1.854821e+01  0.015006376  1.851909e+01  1.853792e+01
  mu[1432]       1.851274e+01  0.020105517  1.847427e+01  1.849914e+01
  mu[1433]       1.889795e+01  0.018491957  1.886253e+01  1.888510e+01
  mu[1434]       1.840083e+01  0.010014143  1.838187e+01  1.839376e+01
  mu[1435]       1.843550e+01  0.011780788  1.841409e+01  1.842733e+01
  mu[1436]       1.823212e+01  0.013322534  1.820735e+01  1.822298e+01
  mu[1437]       1.826685e+01  0.009976248  1.824750e+01  1.825995e+01
  mu[1438]       1.783075e+01  0.016490190  1.779914e+01  1.782002e+01
  mu[1439]       1.817701e+01  0.010535596  1.815689e+01  1.816946e+01
  mu[1440]       1.776350e+01  0.009225482  1.774578e+01  1.775712e+01
  mu[1441]       1.766005e+01  0.010969789  1.763903e+01  1.765230e+01
  mu[1442]       1.698159e+01  0.014492571  1.695296e+01  1.697182e+01
  mu[1443]       1.686024e+01  0.009560901  1.684168e+01  1.685373e+01
  mu[1444]       1.698325e+01  0.014075395  1.695594e+01  1.697340e+01
  mu[1445]       1.686986e+01  0.012495854  1.684513e+01  1.686141e+01
  mu[1446]       1.585712e+01  0.011124127  1.583610e+01  1.584926e+01
  mu[1447]       1.456225e+01  0.017701938  1.452882e+01  1.454992e+01
  mu[1448]       1.443288e+01  0.007438424  1.441875e+01  1.442783e+01
  mu[1449]       1.433686e+01  0.005721067  1.432593e+01  1.433286e+01
  mu[1450]       1.347675e+01  0.012208721  1.345447e+01  1.346826e+01
  mu[1451]       1.496878e+01  0.023006854  1.492353e+01  1.495239e+01
  mu[1452]       1.471358e+01  0.012946034  1.468778e+01  1.470460e+01
  mu[1453]       1.550748e+01  0.006598093  1.549462e+01  1.550275e+01
  mu[1454]       1.542972e+01  0.010448729  1.540995e+01  1.542254e+01
  mu[1455]       1.553277e+01  0.015181644  1.550289e+01  1.552265e+01
  mu[1456]       1.594501e+01  0.010348822  1.592535e+01  1.593792e+01
  mu[1457]       1.625140e+01  0.014087998  1.622455e+01  1.624195e+01
  mu[1458]       1.580343e+01  0.008194254  1.578755e+01  1.579758e+01
  mu[1459]       1.609588e+01  0.013535936  1.606953e+01  1.608694e+01
  mu[1460]       1.628663e+01  0.007546050  1.627219e+01  1.628131e+01
  y_rep[1]       1.652292e+01  0.221357012  1.612347e+01  1.642927e+01
  y_rep[2]       1.685857e+01  0.244140306  1.646120e+01  1.676794e+01
  y_rep[3]       1.641582e+01  0.211111947  1.605675e+01  1.632834e+01
  y_rep[4]       1.709842e+01  0.230169849  1.668869e+01  1.700424e+01
  y_rep[5]       1.716056e+01  0.198105361  1.680525e+01  1.706409e+01
  y_rep[6]       1.768769e+01  0.226777324  1.730498e+01  1.759788e+01
  y_rep[7]       1.734994e+01  0.185629110  1.696907e+01  1.726878e+01
  y_rep[8]       1.765070e+01  0.244277798  1.728406e+01  1.754940e+01
  y_rep[9]       1.735640e+01  0.204326709  1.698011e+01  1.727126e+01
  y_rep[10]      1.780717e+01  0.232909810  1.738513e+01  1.771863e+01
  y_rep[11]      1.802217e+01  0.271063413  1.758040e+01  1.792135e+01
  y_rep[12]      1.914782e+01  0.272416809  1.873781e+01  1.906337e+01
  y_rep[13]      1.895099e+01  0.208967792  1.853508e+01  1.886094e+01
  y_rep[14]      1.843639e+01  0.203556152  1.807937e+01  1.833657e+01
  y_rep[15]      1.751667e+01  0.225173032  1.719378e+01  1.742600e+01
  y_rep[16]      1.688169e+01  0.202681828  1.646627e+01  1.679288e+01
  y_rep[17]      1.719285e+01  0.217931573  1.679784e+01  1.710115e+01
  y_rep[18]      1.746388e+01  0.206316499  1.705381e+01  1.737203e+01
  y_rep[19]      1.720062e+01  0.253124793  1.676417e+01  1.711038e+01
  y_rep[20]      1.648454e+01  0.231517598  1.610106e+01  1.639518e+01
  y_rep[21]      1.623748e+01  0.242715885  1.580825e+01  1.615272e+01
  y_rep[22]      1.639727e+01  0.204225365  1.601770e+01  1.630437e+01
  y_rep[23]      1.634433e+01  0.190880898  1.596858e+01  1.625174e+01
  y_rep[24]      1.684094e+01  0.214316619  1.645241e+01  1.674326e+01
  y_rep[25]      1.693406e+01  0.216425676  1.646823e+01  1.684389e+01
  y_rep[26]      1.619082e+01  0.211287862  1.580896e+01  1.610368e+01
  y_rep[27]      1.607714e+01  0.453584793  1.568197e+01  1.597111e+01
  y_rep[28]      1.584051e+01  0.213361514  1.544287e+01  1.574482e+01
  y_rep[29]      1.542611e+01  0.241436834  1.500150e+01  1.533949e+01
  y_rep[30]      1.524469e+01  0.230147129  1.484742e+01  1.514360e+01
  y_rep[31]      1.532354e+01  0.219696275  1.494168e+01  1.522176e+01
  y_rep[32]      1.466669e+01  0.220315826  1.422958e+01  1.458047e+01
  y_rep[33]      1.414351e+01  0.227253309  1.371654e+01  1.405544e+01
  y_rep[34]      1.393679e+01  0.201098543  1.357101e+01  1.384667e+01
  y_rep[35]      1.321869e+01  0.228408474  1.283009e+01  1.313236e+01
  y_rep[36]      1.316989e+01  0.203980561  1.279564e+01  1.307544e+01
  y_rep[37]      1.360947e+01  0.206610982  1.318055e+01  1.352063e+01
  y_rep[38]      1.480981e+01  0.223237901  1.440523e+01  1.472772e+01
  y_rep[39]      1.522594e+01  0.226711824  1.481924e+01  1.513424e+01
  y_rep[40]      1.478971e+01  0.205104045  1.442083e+01  1.470128e+01
  y_rep[41]      1.468270e+01  0.203381938  1.428753e+01  1.459751e+01
  y_rep[42]      1.489484e+01  0.229643291  1.450448e+01  1.480250e+01
  y_rep[43]      1.474535e+01  0.223977173  1.435366e+01  1.465690e+01
  y_rep[44]      1.522193e+01  0.198311054  1.484887e+01  1.512990e+01
  y_rep[45]      1.463712e+01  0.199143977  1.424364e+01  1.454806e+01
  y_rep[46]      1.376289e+01  0.227417949  1.339384e+01  1.368329e+01
  y_rep[47]      1.359501e+01  0.225365443  1.317733e+01  1.350818e+01
  y_rep[48]      1.379945e+01  0.222808979  1.340359e+01  1.371036e+01
  y_rep[49]      1.451315e+01  0.536041312  1.409797e+01  1.441663e+01
  y_rep[50]      1.493524e+01  0.212102857  1.453464e+01  1.483419e+01
  y_rep[51]      1.500996e+01  0.230585393  1.461596e+01  1.492084e+01
  y_rep[52]      1.439917e+01  0.268236937  1.399272e+01  1.430696e+01
  y_rep[53]      1.424004e+01  0.220382285  1.383880e+01  1.415039e+01
  y_rep[54]      1.431964e+01  0.313076399  1.394953e+01  1.423779e+01
  y_rep[55]      1.424082e+01  0.238521803  1.384896e+01  1.414824e+01
  y_rep[56]      1.432154e+01  0.224387241  1.390067e+01  1.422655e+01
  y_rep[57]      1.450245e+01  0.232264964  1.409050e+01  1.441210e+01
  y_rep[58]      1.471290e+01  0.224461850  1.432504e+01  1.462397e+01
  y_rep[59]      1.411864e+01  0.276512763  1.375952e+01  1.403235e+01
  y_rep[60]      1.394638e+01  0.238583949  1.358762e+01  1.386476e+01
  y_rep[61]      1.308348e+01  0.202352146  1.268243e+01  1.298674e+01
  y_rep[62]      1.303239e+01  0.210115184  1.264455e+01  1.294270e+01
  y_rep[63]      1.416287e+01  0.230220671  1.372928e+01  1.407550e+01
  y_rep[64]      1.397930e+01  0.192103270  1.361367e+01  1.389132e+01
  y_rep[65]      1.358489e+01  0.196314575  1.321384e+01  1.349444e+01
  y_rep[66]      1.328356e+01  0.239753035  1.286867e+01  1.319310e+01
  y_rep[67]      1.339015e+01  0.209447290  1.295572e+01  1.330052e+01
  y_rep[68]      1.356448e+01  0.217629357  1.314399e+01  1.347195e+01
  y_rep[69]      1.387070e+01  0.240383996  1.348317e+01  1.377730e+01
  y_rep[70]      1.403787e+01  0.200212047  1.365473e+01  1.394233e+01
  y_rep[71]      1.381266e+01  0.257382494  1.342347e+01  1.371765e+01
  y_rep[72]      1.290447e+01  0.253649829  1.247997e+01  1.280435e+01
  y_rep[73]      1.235469e+01  0.216186649  1.196403e+01  1.226160e+01
  y_rep[74]      1.225041e+01  0.196187153  1.185729e+01  1.216941e+01
  y_rep[75]      1.217019e+01  0.292833442  1.175862e+01  1.209254e+01
  y_rep[76]      1.292418e+01  0.193362435  1.255396e+01  1.283304e+01
  y_rep[77]      1.294232e+01  0.218948763  1.248172e+01  1.286005e+01
  y_rep[78]      1.286251e+01  0.200846231  1.250929e+01  1.276880e+01
  y_rep[79]      1.240455e+01  0.225955040  1.200665e+01  1.230821e+01
  y_rep[80]      1.238241e+01  0.232609309  1.198435e+01  1.228473e+01
  y_rep[81]      1.235008e+01  0.215543924  1.196617e+01  1.225159e+01
  y_rep[82]      1.249343e+01  0.206243034  1.214602e+01  1.240708e+01
  y_rep[83]      1.269845e+01  0.197731699  1.233171e+01  1.260809e+01
  y_rep[84]      1.294856e+01  0.205509835  1.258895e+01  1.286003e+01
  y_rep[85]      1.261701e+01  0.230236947  1.222735e+01  1.252667e+01
  y_rep[86]      1.210343e+01  0.213166537  1.172528e+01  1.201506e+01
  y_rep[87]      1.283837e+01  0.213657815  1.243824e+01  1.274244e+01
  y_rep[88]      1.311274e+01  0.196858155  1.269306e+01  1.302125e+01
  y_rep[89]      1.307837e+01  0.228169416  1.269255e+01  1.299519e+01
  y_rep[90]      1.378659e+01  0.264056971  1.332164e+01  1.369846e+01
  y_rep[91]      1.380923e+01  0.207692567  1.342569e+01  1.372036e+01
  y_rep[92]      1.344995e+01  0.186441886  1.308067e+01  1.336900e+01
  y_rep[93]      1.314156e+01  0.196765988  1.275510e+01  1.305905e+01
  y_rep[94]      1.338613e+01  0.276698608  1.301354e+01  1.329287e+01
  y_rep[95]      1.337876e+01  0.285470319  1.304065e+01  1.329034e+01
  y_rep[96]      1.359956e+01  0.199666566  1.323533e+01  1.351889e+01
  y_rep[97]      1.374061e+01  0.198530807  1.336738e+01  1.365996e+01
  y_rep[98]      1.349878e+01  0.216947743  1.309602e+01  1.340828e+01
  y_rep[99]      1.302302e+01  0.206589824  1.260926e+01  1.294307e+01
  y_rep[100]     1.280197e+01  0.211883386  1.238442e+01  1.271487e+01
  y_rep[101]     1.279012e+01  0.227076589  1.247384e+01  1.269549e+01
  y_rep[102]     1.318530e+01  0.270956365  1.279358e+01  1.309450e+01
  y_rep[103]     1.414505e+01  0.200077435  1.376523e+01  1.405621e+01
  y_rep[104]     1.368300e+01  0.380925380  1.328801e+01  1.360387e+01
  y_rep[105]     1.346987e+01  0.263674928  1.312726e+01  1.338629e+01
  y_rep[106]     1.337465e+01  0.233482068  1.297612e+01  1.328487e+01
  y_rep[107]     1.287332e+01  0.226358684  1.244065e+01  1.278816e+01
  y_rep[108]     1.295555e+01  0.234124631  1.259867e+01  1.285354e+01
  y_rep[109]     1.346347e+01  0.480458904  1.309612e+01  1.338468e+01
  y_rep[110]     1.340949e+01  0.237165522  1.299684e+01  1.332179e+01
  y_rep[111]     1.285996e+01  0.184419412  1.249763e+01  1.277184e+01
  y_rep[112]     1.279249e+01  0.204480089  1.240136e+01  1.270547e+01
  y_rep[113]     1.187749e+01  0.211756089  1.146623e+01  1.179108e+01
  y_rep[114]     1.138526e+01  0.267569251  1.095324e+01  1.129624e+01
  y_rep[115]     1.158389e+01  0.189200252  1.122572e+01  1.148799e+01
  y_rep[116]     1.208601e+01  0.384093894  1.171201e+01  1.200708e+01
  y_rep[117]     1.208424e+01  0.214831192  1.170324e+01  1.198960e+01
  y_rep[118]     1.167247e+01  0.227657012  1.130443e+01  1.157638e+01
  y_rep[119]     1.155135e+01  0.207931849  1.116855e+01  1.145112e+01
  y_rep[120]     1.118886e+01  0.217124082  1.079123e+01  1.109775e+01
  y_rep[121]     1.117386e+01  0.213179211  1.081959e+01  1.108144e+01
  y_rep[122]     1.161458e+01  0.208153366  1.123863e+01  1.152049e+01
  y_rep[123]     1.198591e+01  0.208030124  1.160567e+01  1.189114e+01
  y_rep[124]     1.209987e+01  0.523142788  1.171630e+01  1.199240e+01
  y_rep[125]     1.197667e+01  0.216504353  1.157789e+01  1.188277e+01
  y_rep[126]     1.146612e+01  0.203931354  1.107249e+01  1.137974e+01
  y_rep[127]     1.111894e+01  0.223167932  1.074166e+01  1.102027e+01
  y_rep[128]     1.123303e+01  0.213592817  1.081475e+01  1.114125e+01
  y_rep[129]     1.128966e+01  0.223596651  1.086124e+01  1.120607e+01
  y_rep[130]     1.148144e+01  0.255170367  1.109334e+01  1.139272e+01
  y_rep[131]     1.143436e+01  0.183459211  1.105784e+01  1.134846e+01
  y_rep[132]     1.086719e+01  0.200293146  1.050380e+01  1.077360e+01
  y_rep[133]     1.056720e+01  0.260863443  1.020153e+01  1.047878e+01
  y_rep[134]     1.069576e+01  0.202973946  1.029582e+01  1.060296e+01
  y_rep[135]     1.090474e+01  0.234071420  1.047985e+01  1.081852e+01
  y_rep[136]     1.077229e+01  0.213661178  1.035813e+01  1.068674e+01
  y_rep[137]     1.153555e+01  0.205691994  1.114392e+01  1.145211e+01
  y_rep[138]     1.150585e+01  0.225423352  1.109092e+01  1.141446e+01
  y_rep[139]     1.107008e+01  0.313758392  1.064567e+01  1.098698e+01
  y_rep[140]     1.080563e+01  0.239186884  1.043568e+01  1.072502e+01
  y_rep[141]     1.164202e+01  0.232355379  1.120618e+01  1.155623e+01
  y_rep[142]     1.123806e+01  0.219419551  1.078879e+01  1.114438e+01
  y_rep[143]     1.135404e+01  0.250757448  1.098106e+01  1.127060e+01
  y_rep[144]     1.129259e+01  0.217007849  1.088781e+01  1.119624e+01
  y_rep[145]     1.052864e+01  0.184511585  1.014498e+01  1.044068e+01
  y_rep[146]     1.025745e+01  0.339712142  9.865524e+00  1.016156e+01
  y_rep[147]     1.028246e+01  0.193562388  9.883151e+00  1.019853e+01
  y_rep[148]     1.064793e+01  0.210481168  1.024734e+01  1.056043e+01
  y_rep[149]     1.057645e+01  0.190584887  1.019620e+01  1.048702e+01
  y_rep[150]     1.084892e+01  0.224961773  1.041137e+01  1.075588e+01
  y_rep[151]     1.070894e+01  0.201750991  1.034076e+01  1.061097e+01
  y_rep[152]     1.066186e+01  0.234594292  1.028494e+01  1.056894e+01
  y_rep[153]     1.019830e+01  0.237205613  9.828755e+00  1.010842e+01
  y_rep[154]     1.002199e+01  0.213106236  9.595511e+00  9.934158e+00
  y_rep[155]     1.018492e+01  0.257756202  9.747771e+00  1.009973e+01
  y_rep[156]     1.091533e+01  0.288961269  1.048280e+01  1.081375e+01
  y_rep[157]     1.118161e+01  0.262686208  1.076725e+01  1.108645e+01
  y_rep[158]     1.132663e+01  0.209416846  1.094728e+01  1.123493e+01
  y_rep[159]     1.117839e+01  0.201166116  1.076008e+01  1.108938e+01
  y_rep[160]     1.045360e+01  0.208285814  1.009247e+01  1.036064e+01
  y_rep[161]     1.028575e+01  0.198870090  9.919203e+00  1.018900e+01
  y_rep[162]     1.077420e+01  0.214618946  1.038872e+01  1.068855e+01
  y_rep[163]     1.089835e+01  0.218175999  1.053758e+01  1.080195e+01
  y_rep[164]     1.083790e+01  0.228207459  1.041178e+01  1.075270e+01
  y_rep[165]     1.080367e+01  0.196440095  1.041243e+01  1.071269e+01
  y_rep[166]     1.092187e+01  0.229798069  1.053310e+01  1.083837e+01
  y_rep[167]     1.072566e+01  0.265297287  1.031455e+01  1.063101e+01
  y_rep[168]     1.061850e+01  0.189789509  1.027547e+01  1.052902e+01
  y_rep[169]     1.329338e+01  0.224773782  1.285224e+01  1.320004e+01
  y_rep[170]     1.748430e+01  0.241836763  1.708909e+01  1.737669e+01
  y_rep[171]     1.649467e+01  0.216162958  1.609164e+01  1.639617e+01
  y_rep[172]     1.668068e+01  0.200385834  1.631797e+01  1.658661e+01
  y_rep[173]     1.692140e+01  0.215619540  1.651632e+01  1.683047e+01
  y_rep[174]     1.698898e+01  0.273969644  1.658463e+01  1.690422e+01
  y_rep[175]     1.758341e+01  0.205908290  1.720936e+01  1.748836e+01
  y_rep[176]     1.786349e+01  0.334893114  1.748871e+01  1.778407e+01
  y_rep[177]     1.723486e+01  0.219356453  1.684711e+01  1.714441e+01
  y_rep[178]     1.739784e+01  0.226244754  1.697482e+01  1.731411e+01
  y_rep[179]     1.761668e+01  0.200782412  1.720123e+01  1.752137e+01
  y_rep[180]     1.736175e+01  0.257406162  1.698569e+01  1.727706e+01
  y_rep[181]     1.720389e+01  0.208108889  1.678333e+01  1.711543e+01
  y_rep[182]     1.725169e+01  0.200882058  1.689991e+01  1.716903e+01
  y_rep[183]     1.687987e+01  0.192608071  1.646468e+01  1.679204e+01
  y_rep[184]     1.732616e+01  0.221132484  1.693840e+01  1.723828e+01
  y_rep[185]     1.751031e+01  0.251251362  1.712317e+01  1.742234e+01
  y_rep[186]     1.710491e+01  0.233312302  1.676325e+01  1.700717e+01
  y_rep[187]     1.712690e+01  0.196027239  1.672735e+01  1.703427e+01
  y_rep[188]     1.709452e+01  0.195685841  1.673174e+01  1.700491e+01
  y_rep[189]     1.753562e+01  0.245028971  1.707036e+01  1.745502e+01
  y_rep[190]     1.766848e+01  0.211224153  1.725818e+01  1.757794e+01
  y_rep[191]     1.870607e+01  0.200113609  1.833078e+01  1.861257e+01
  y_rep[192]     1.725668e+01  0.234263445  1.682292e+01  1.715607e+01
  y_rep[193]     1.433369e+01  0.211879915  1.396624e+01  1.423995e+01
  y_rep[194]     1.420545e+01  0.202012325  1.378749e+01  1.411753e+01
  y_rep[195]     1.381943e+01  0.204752579  1.344205e+01  1.372583e+01
  y_rep[196]     1.312474e+01  0.232774200  1.274567e+01  1.303613e+01
  y_rep[197]     1.290784e+01  0.367786533  1.252032e+01  1.282674e+01
  y_rep[198]     1.321884e+01  0.200452782  1.286357e+01  1.313271e+01
  y_rep[199]     1.395512e+01  0.203091718  1.359774e+01  1.385903e+01
  y_rep[200]     1.391882e+01  0.244087327  1.350006e+01  1.382003e+01
  y_rep[201]     1.361982e+01  0.252566503  1.322105e+01  1.353443e+01
  y_rep[202]     1.315950e+01  0.206247119  1.276036e+01  1.307318e+01
  y_rep[203]     1.304211e+01  0.213530513  1.265589e+01  1.295100e+01
  y_rep[204]     1.440368e+01  0.236365134  1.402157e+01  1.431811e+01
  y_rep[205]     1.553362e+01  0.217045422  1.514349e+01  1.544407e+01
  y_rep[206]     1.546704e+01  0.215690543  1.508281e+01  1.537798e+01
  y_rep[207]     1.514498e+01  0.189899543  1.479050e+01  1.505098e+01
  y_rep[208]     1.517467e+01  0.215153770  1.478525e+01  1.507979e+01
  y_rep[209]     1.473929e+01  0.206104295  1.434070e+01  1.465409e+01
  y_rep[210]     1.478774e+01  0.209085068  1.440255e+01  1.469452e+01
  y_rep[211]     1.482578e+01  0.220292119  1.440017e+01  1.473582e+01
  y_rep[212]     1.493558e+01  0.200653102  1.454351e+01  1.485079e+01
  y_rep[213]     1.445146e+01  0.251037767  1.406372e+01  1.437069e+01
  y_rep[214]     1.406357e+01  0.190985196  1.366503e+01  1.397917e+01
  y_rep[215]     1.364257e+01  0.221154501  1.325433e+01  1.355087e+01
  y_rep[216]     1.344237e+01  0.214149984  1.306176e+01  1.335471e+01
  y_rep[217]     1.354827e+01  0.243507981  1.314806e+01  1.346331e+01
  y_rep[218]     1.407746e+01  0.210430535  1.366610e+01  1.399324e+01
  y_rep[219]     1.435885e+01  0.205784187  1.396234e+01  1.427051e+01
  y_rep[220]     1.419294e+01  0.197844928  1.379566e+01  1.410296e+01
  y_rep[221]     1.375029e+01  0.200109522  1.331939e+01  1.366514e+01
  y_rep[222]     1.313717e+01  0.203735245  1.271261e+01  1.305297e+01
  y_rep[223]     1.316872e+01  0.223625799  1.275056e+01  1.308099e+01
  y_rep[224]     1.316916e+01  0.216617757  1.276899e+01  1.307563e+01
  y_rep[225]     1.360829e+01  0.209494700  1.320806e+01  1.352329e+01
  y_rep[226]     1.328597e+01  0.212638396  1.288033e+01  1.319476e+01
  y_rep[227]     1.270704e+01  0.255624061  1.226037e+01  1.261861e+01
  y_rep[228]     1.194052e+01  0.225592834  1.156547e+01  1.185048e+01
  y_rep[229]     1.172342e+01  0.214404883  1.133667e+01  1.163327e+01
  y_rep[230]     1.150206e+01  0.211576751  1.114466e+01  1.141508e+01
  y_rep[231]     1.164298e+01  0.206364819  1.124652e+01  1.155278e+01
  y_rep[232]     1.261524e+01  0.235976607  1.221665e+01  1.252531e+01
  y_rep[233]     1.260910e+01  0.209801522  1.220069e+01  1.251933e+01
  y_rep[234]     1.213532e+01  0.201767964  1.174827e+01  1.205322e+01
  y_rep[235]     1.236506e+01  0.341047001  1.198846e+01  1.227230e+01
  y_rep[236]     1.260969e+01  0.516539928  1.222850e+01  1.251296e+01
  y_rep[237]     1.264880e+01  0.227730919  1.221830e+01  1.255775e+01
  y_rep[238]     1.261657e+01  0.205791742  1.224918e+01  1.252113e+01
  y_rep[239]     1.347366e+01  0.205491532  1.308991e+01  1.339102e+01
  y_rep[240]     1.404163e+01  0.213056961  1.364974e+01  1.395072e+01
  y_rep[241]     1.352761e+01  0.220008726  1.317146e+01  1.343438e+01
  y_rep[242]     1.344985e+01  0.191358705  1.303693e+01  1.336606e+01
  y_rep[243]     1.351833e+01  0.233338529  1.311652e+01  1.341721e+01
  y_rep[244]     1.356389e+01  0.199101605  1.319690e+01  1.346813e+01
  y_rep[245]     1.385878e+01  0.209620901  1.344169e+01  1.377229e+01
  y_rep[246]     1.445158e+01  0.242819549  1.403470e+01  1.435541e+01
  y_rep[247]     1.405505e+01  0.263402798  1.365118e+01  1.396694e+01
  y_rep[248]     1.369425e+01  0.205438683  1.325454e+01  1.360738e+01
  y_rep[249]     1.383480e+01  0.218799204  1.340422e+01  1.375460e+01
  y_rep[250]     1.353682e+01  0.181395184  1.320285e+01  1.344754e+01
  y_rep[251]     1.415183e+01  0.250706646  1.375247e+01  1.406296e+01
  y_rep[252]     1.453128e+01  0.228604176  1.410685e+01  1.444312e+01
  y_rep[253]     1.455975e+01  0.222440480  1.416707e+01  1.446386e+01
  y_rep[254]     1.413734e+01  0.196745406  1.373763e+01  1.405238e+01
  y_rep[255]     1.372815e+01  0.369144620  1.333383e+01  1.364435e+01
  y_rep[256]     1.370546e+01  0.189997299  1.331274e+01  1.361718e+01
  y_rep[257]     1.395740e+01  0.201011119  1.356756e+01  1.385820e+01
  y_rep[258]     1.393948e+01  0.269308791  1.353624e+01  1.385088e+01
  y_rep[259]     1.361897e+01  0.201886369  1.325618e+01  1.352569e+01
  y_rep[260]     1.359834e+01  0.203779908  1.320112e+01  1.350361e+01
  y_rep[261]     1.351179e+01  0.255953452  1.312226e+01  1.342637e+01
  y_rep[262]     1.240343e+01  0.226230829  1.199341e+01  1.232148e+01
  y_rep[263]     1.212045e+01  0.205458955  1.172939e+01  1.203109e+01
  y_rep[264]     1.236720e+01  0.225300431  1.193811e+01  1.227414e+01
  y_rep[265]     1.245471e+01  0.213466893  1.207258e+01  1.236765e+01
  y_rep[266]     1.343711e+01  0.206507717  1.306097e+01  1.334357e+01
  y_rep[267]     1.316257e+01  0.233177214  1.276395e+01  1.307227e+01
  y_rep[268]     1.271467e+01  0.217155751  1.234081e+01  1.262259e+01
  y_rep[269]     1.258208e+01  0.210453932  1.219018e+01  1.249916e+01
  y_rep[270]     1.303632e+01  0.214485220  1.263871e+01  1.294507e+01
  y_rep[271]     1.354030e+01  0.233934511  1.316438e+01  1.344866e+01
  y_rep[272]     1.375503e+01  0.203807671  1.334804e+01  1.365988e+01
  y_rep[273]     1.356311e+01  0.217351648  1.315312e+01  1.347603e+01
  y_rep[274]     1.346149e+01  0.213242772  1.308022e+01  1.336922e+01
  y_rep[275]     1.282144e+01  0.214691517  1.246973e+01  1.273145e+01
  y_rep[276]     1.265736e+01  0.209063136  1.225771e+01  1.256536e+01
  y_rep[277]     1.269860e+01  0.186925434  1.233715e+01  1.261643e+01
  y_rep[278]     1.287344e+01  0.230353805  1.242970e+01  1.277163e+01
  y_rep[279]     1.285455e+01  0.195268311  1.248567e+01  1.275858e+01
  y_rep[280]     1.291604e+01  0.218784050  1.253309e+01  1.282654e+01
  y_rep[281]     1.280688e+01  0.203443506  1.239860e+01  1.272055e+01
  y_rep[282]     1.262106e+01  0.269053911  1.221839e+01  1.254176e+01
  y_rep[283]     1.325237e+01  0.186870867  1.289084e+01  1.316313e+01
  y_rep[284]     1.307306e+01  0.282124443  1.268773e+01  1.298305e+01
  y_rep[285]     1.358111e+01  0.204571621  1.323926e+01  1.349600e+01
  y_rep[286]     1.369097e+01  0.182014236  1.336625e+01  1.359926e+01
  y_rep[287]     1.349602e+01  0.221580608  1.311265e+01  1.339753e+01
  y_rep[288]     1.320946e+01  0.224406562  1.286277e+01  1.311308e+01
  y_rep[289]     1.282696e+01  0.230027275  1.239634e+01  1.273455e+01
  y_rep[290]     1.273843e+01  0.230653923  1.234356e+01  1.264767e+01
  y_rep[291]     1.291154e+01  0.192718336  1.254195e+01  1.281843e+01
  y_rep[292]     1.305421e+01  0.202260103  1.264572e+01  1.296935e+01
  y_rep[293]     1.279856e+01  0.242015930  1.239655e+01  1.271520e+01
  y_rep[294]     1.265192e+01  0.222715095  1.229222e+01  1.255446e+01
  y_rep[295]     1.295391e+01  0.228827535  1.254202e+01  1.285517e+01
  y_rep[296]     1.347000e+01  0.213573214  1.310681e+01  1.339024e+01
  y_rep[297]     1.317070e+01  0.217705679  1.277820e+01  1.307977e+01
  y_rep[298]     1.452026e+01  0.210864874  1.416737e+01  1.443553e+01
  y_rep[299]     1.464998e+01  0.225395555  1.427432e+01  1.456328e+01
  y_rep[300]     1.493359e+01  0.204398777  1.454252e+01  1.485169e+01
  y_rep[301]     1.488601e+01  0.202508796  1.446915e+01  1.479954e+01
  y_rep[302]     1.488945e+01  0.200879075  1.447716e+01  1.479296e+01
  y_rep[303]     1.477899e+01  0.224339028  1.435819e+01  1.468782e+01
  y_rep[304]     1.488241e+01  0.276117674  1.449554e+01  1.479911e+01
  y_rep[305]     1.486024e+01  0.213966003  1.445916e+01  1.476626e+01
  y_rep[306]     1.461988e+01  0.234945633  1.419727e+01  1.452142e+01
  y_rep[307]     1.463590e+01  0.214158741  1.425627e+01  1.454727e+01
  y_rep[308]     1.462683e+01  0.196272118  1.428003e+01  1.452967e+01
  y_rep[309]     1.555442e+01  0.246634725  1.516604e+01  1.546283e+01
  y_rep[310]     1.602188e+01  0.277176265  1.560233e+01  1.592742e+01
  y_rep[311]     1.576217e+01  0.226385251  1.533561e+01  1.567286e+01
  y_rep[312]     1.570206e+01  0.207125141  1.530343e+01  1.561272e+01
  y_rep[313]     1.585307e+01  0.283987976  1.542876e+01  1.576787e+01
  y_rep[314]     1.569343e+01  0.210739735  1.529796e+01  1.560196e+01
  y_rep[315]     1.535510e+01  0.200048750  1.495245e+01  1.526781e+01
  y_rep[316]     1.523504e+01  0.224315672  1.485649e+01  1.514004e+01
  y_rep[317]     1.490941e+01  0.192854088  1.454852e+01  1.482309e+01
  y_rep[318]     1.469800e+01  0.336729884  1.429104e+01  1.462200e+01
  y_rep[319]     1.482148e+01  0.220571172  1.446804e+01  1.472637e+01
  y_rep[320]     1.406938e+01  0.403819538  1.370896e+01  1.397861e+01
  y_rep[321]     1.314753e+01  0.204591822  1.275426e+01  1.305499e+01
  y_rep[322]     1.308167e+01  0.248384315  1.266071e+01  1.299450e+01
  y_rep[323]     1.258818e+01  0.216632530  1.216094e+01  1.249990e+01
  y_rep[324]     1.282926e+01  0.206440100  1.248003e+01  1.272914e+01
  y_rep[325]     1.313264e+01  0.207363791  1.270597e+01  1.303973e+01
  y_rep[326]     1.325579e+01  0.189979370  1.289059e+01  1.316687e+01
  y_rep[327]     1.357243e+01  0.214437283  1.318000e+01  1.348277e+01
  y_rep[328]     1.350206e+01  0.226187011  1.316913e+01  1.340330e+01
  y_rep[329]     1.352128e+01  0.220113054  1.313530e+01  1.344014e+01
  y_rep[330]     1.354895e+01  0.234288663  1.318091e+01  1.344885e+01
  y_rep[331]     1.358116e+01  0.202210819  1.321379e+01  1.348979e+01
  y_rep[332]     1.289592e+01  0.234085102  1.249406e+01  1.280153e+01
  y_rep[333]     1.346324e+01  0.202569813  1.300864e+01  1.337068e+01
  y_rep[334]     1.361480e+01  0.272767780  1.322211e+01  1.353157e+01
  y_rep[335]     1.341305e+01  0.213690186  1.300365e+01  1.332681e+01
  y_rep[336]     1.321061e+01  0.223822169  1.281624e+01  1.311593e+01
  y_rep[337]     1.317900e+01  0.228388877  1.281401e+01  1.308849e+01
  y_rep[338]     1.369681e+01  0.209938067  1.326756e+01  1.360831e+01
  y_rep[339]     1.388604e+01  0.229534600  1.348499e+01  1.379072e+01
  y_rep[340]     1.415265e+01  0.219712100  1.373968e+01  1.406715e+01
  y_rep[341]     1.381731e+01  0.210339431  1.340518e+01  1.373001e+01
  y_rep[342]     1.394914e+01  0.194669480  1.356653e+01  1.385911e+01
  y_rep[343]     1.421526e+01  0.220808009  1.379237e+01  1.413416e+01
  y_rep[344]     1.403073e+01  0.237639823  1.366817e+01  1.393769e+01
  y_rep[345]     1.425574e+01  0.196025645  1.387862e+01  1.416948e+01
  y_rep[346]     1.452200e+01  0.205654987  1.412756e+01  1.442434e+01
  y_rep[347]     1.406145e+01  0.196758000  1.363567e+01  1.397875e+01
  y_rep[348]     1.399828e+01  0.222850364  1.361930e+01  1.389795e+01
  y_rep[349]     1.380739e+01  0.186783834  1.342852e+01  1.371995e+01
  y_rep[350]     1.389390e+01  0.195788486  1.351511e+01  1.379435e+01
  y_rep[351]     1.398604e+01  0.189553309  1.359427e+01  1.389371e+01
  y_rep[352]     1.444039e+01  0.232067692  1.402026e+01  1.435470e+01
  y_rep[353]     1.447825e+01  0.297218354  1.410252e+01  1.439212e+01
  y_rep[354]     1.532118e+01  0.202530792  1.489980e+01  1.523491e+01
  y_rep[355]     1.534530e+01  0.548617572  1.503255e+01  1.525757e+01
  y_rep[356]     1.539697e+01  0.205934366  1.499150e+01  1.531082e+01
  y_rep[357]     1.734779e+01  0.235716561  1.693766e+01  1.724807e+01
  y_rep[358]     1.906289e+01  0.201502405  1.864085e+01  1.898206e+01
  y_rep[359]     1.820822e+01  0.226554736  1.780323e+01  1.812207e+01
  y_rep[360]     1.903355e+01  0.209370000  1.867108e+01  1.893934e+01
  y_rep[361]     1.897058e+01  0.195110422  1.857186e+01  1.888357e+01
  y_rep[362]     1.908468e+01  0.191104523  1.870722e+01  1.898986e+01
  y_rep[363]     2.007730e+01  0.217926983  1.961658e+01  1.998771e+01
  y_rep[364]     2.046878e+01  0.221236497  2.005066e+01  2.037043e+01
  y_rep[365]     2.007633e+01  0.231550769  1.970755e+01  1.998371e+01
  y_rep[366]     2.030851e+01  0.231335979  1.991597e+01  2.021906e+01
  y_rep[367]     2.104171e+01  0.226579462  2.062064e+01  2.095447e+01
  y_rep[368]     2.094274e+01  0.203355777  2.056602e+01  2.085245e+01
  y_rep[369]     2.142539e+01  0.223028839  2.100817e+01  2.132746e+01
  y_rep[370]     2.180272e+01  0.266216367  2.138543e+01  2.172222e+01
  y_rep[371]     2.137053e+01  0.199458085  2.101185e+01  2.127932e+01
  y_rep[372]     2.194525e+01  0.318243661  2.159591e+01  2.186052e+01
  y_rep[373]     2.218089e+01  0.202693268  2.179189e+01  2.208457e+01
  y_rep[374]     2.192082e+01  0.228165219  2.147649e+01  2.182961e+01
  y_rep[375]     2.195490e+01  0.196879611  2.157319e+01  2.185904e+01
  y_rep[376]     2.205239e+01  0.272874585  2.164328e+01  2.197381e+01
  y_rep[377]     2.194979e+01  0.217064705  2.155378e+01  2.186084e+01
  y_rep[378]     2.189213e+01  0.225743041  2.150642e+01  2.180374e+01
  y_rep[379]     2.157936e+01  0.202313805  2.122685e+01  2.148133e+01
  y_rep[380]     1.954313e+01  0.205862621  1.916246e+01  1.944797e+01
  y_rep[381]     1.996179e+01  0.227624087  1.959942e+01  1.986891e+01
  y_rep[382]     2.066957e+01  0.208485366  2.031613e+01  2.057194e+01
  y_rep[383]     2.030091e+01  0.227290123  1.985781e+01  2.021304e+01
  y_rep[384]     1.999483e+01  0.189187097  1.963815e+01  1.989980e+01
  y_rep[385]     1.978857e+01  0.197201208  1.939588e+01  1.970298e+01
  y_rep[386]     1.935758e+01  0.213454270  1.897055e+01  1.925704e+01
  y_rep[387]     1.984690e+01  0.216499976  1.940194e+01  1.975943e+01
  y_rep[388]     2.035057e+01  0.261613153  1.987851e+01  2.025787e+01
  y_rep[389]     2.002214e+01  0.196434438  1.966106e+01  1.992808e+01
  y_rep[390]     1.948041e+01  0.214757542  1.909952e+01  1.938305e+01
  y_rep[391]     1.928747e+01  0.189746692  1.890754e+01  1.919936e+01
  y_rep[392]     1.859685e+01  0.201367931  1.822900e+01  1.850567e+01
  y_rep[393]     1.892050e+01  0.187250152  1.854900e+01  1.882635e+01
  y_rep[394]     1.894478e+01  0.216264643  1.855859e+01  1.885277e+01
  y_rep[395]     1.858272e+01  0.212349030  1.816985e+01  1.849380e+01
  y_rep[396]     1.809284e+01  0.275601388  1.763361e+01  1.801029e+01
  y_rep[397]     1.803454e+01  0.250327884  1.762111e+01  1.793870e+01
  y_rep[398]     1.802256e+01  0.211963244  1.757484e+01  1.793379e+01
  y_rep[399]     1.790257e+01  0.210147241  1.748782e+01  1.780932e+01
  y_rep[400]     1.750513e+01  0.216791905  1.712970e+01  1.741666e+01
  y_rep[401]     1.769385e+01  0.196861189  1.735528e+01  1.760791e+01
  y_rep[402]     1.756883e+01  0.218192663  1.718676e+01  1.748068e+01
  y_rep[403]     1.726701e+01  0.196687916  1.684371e+01  1.718490e+01
  y_rep[404]     1.674189e+01  0.211134759  1.634391e+01  1.665752e+01
  y_rep[405]     1.595451e+01  0.217835137  1.554224e+01  1.587449e+01
  y_rep[406]     1.608292e+01  0.248599083  1.565293e+01  1.599587e+01
  y_rep[407]     1.639949e+01  0.199768828  1.605357e+01  1.630592e+01
  y_rep[408]     1.622616e+01  0.557881815  1.580471e+01  1.612182e+01
  y_rep[409]     1.594777e+01  0.216004799  1.555165e+01  1.586196e+01
  y_rep[410]     1.537736e+01  0.224715600  1.494774e+01  1.528842e+01
  y_rep[411]     1.515541e+01  0.211316256  1.476193e+01  1.506244e+01
  y_rep[412]     1.532607e+01  0.191642706  1.495687e+01  1.523289e+01
  y_rep[413]     1.531934e+01  0.192962376  1.492417e+01  1.524061e+01
  y_rep[414]     1.503192e+01  0.209320603  1.465953e+01  1.494310e+01
  y_rep[415]     1.498130e+01  0.206938848  1.459472e+01  1.488621e+01
  y_rep[416]     1.510833e+01  0.254641765  1.473434e+01  1.501650e+01
  y_rep[417]     1.482872e+01  0.190032283  1.443145e+01  1.473828e+01
  y_rep[418]     1.507363e+01  0.206559559  1.469973e+01  1.497985e+01
  y_rep[419]     1.607124e+01  0.243743735  1.566338e+01  1.597627e+01
  y_rep[420]     1.586236e+01  0.198132567  1.549302e+01  1.576917e+01
  y_rep[421]     1.565591e+01  0.218886810  1.524437e+01  1.556150e+01
  y_rep[422]     1.527132e+01  0.228823322  1.486025e+01  1.518142e+01
  y_rep[423]     1.491831e+01  0.246824596  1.452072e+01  1.483150e+01
  y_rep[424]     1.544250e+01  0.240126954  1.503861e+01  1.534391e+01
  y_rep[425]     1.590155e+01  0.201563538  1.554527e+01  1.581163e+01
  y_rep[426]     1.589167e+01  0.206892714  1.551650e+01  1.579860e+01
  y_rep[427]     1.589306e+01  0.218534949  1.548447e+01  1.580656e+01
  y_rep[428]     1.602322e+01  0.232270366  1.560810e+01  1.592854e+01
  y_rep[429]     1.572375e+01  0.232122934  1.527400e+01  1.563006e+01
  y_rep[430]     1.579518e+01  0.220268485  1.540098e+01  1.570783e+01
  y_rep[431]     1.611954e+01  0.209235763  1.569458e+01  1.603161e+01
  y_rep[432]     1.591754e+01  0.219664299  1.551263e+01  1.583005e+01
  y_rep[433]     1.618629e+01  0.215601899  1.579508e+01  1.609016e+01
  y_rep[434]     1.647287e+01  0.204106949  1.612520e+01  1.637192e+01
  y_rep[435]     1.618330e+01  0.183727135  1.584995e+01  1.609705e+01
  y_rep[436]     1.589531e+01  0.188120621  1.547765e+01  1.581045e+01
  y_rep[437]     1.630843e+01  0.199623019  1.591472e+01  1.621976e+01
  y_rep[438]     1.591154e+01  0.207037675  1.553203e+01  1.582820e+01
  y_rep[439]     1.572926e+01  0.237990216  1.531655e+01  1.563006e+01
  y_rep[440]     1.576761e+01  0.226629130  1.537697e+01  1.568074e+01
  y_rep[441]     1.563270e+01  0.227127011  1.525990e+01  1.554273e+01
  y_rep[442]     1.527939e+01  0.229952938  1.490316e+01  1.519507e+01
  y_rep[443]     1.550685e+01  0.246055463  1.513429e+01  1.542397e+01
  y_rep[444]     1.517675e+01  0.195127991  1.481655e+01  1.508366e+01
  y_rep[445]     1.512425e+01  0.265856645  1.473971e+01  1.503191e+01
  y_rep[446]     1.573027e+01  0.215983865  1.532564e+01  1.563467e+01
  y_rep[447]     1.568671e+01  0.215480076  1.526236e+01  1.559177e+01
  y_rep[448]     1.471103e+01  0.206228508  1.434037e+01  1.462253e+01
  y_rep[449]     1.487281e+01  0.206999866  1.449452e+01  1.478614e+01
  y_rep[450]     1.466514e+01  0.262911887  1.427902e+01  1.457780e+01
  y_rep[451]     1.443214e+01  0.222511477  1.399699e+01  1.433892e+01
  y_rep[452]     1.435464e+01  0.238239012  1.399268e+01  1.426180e+01
  y_rep[453]     1.398798e+01  0.204150718  1.361955e+01  1.389947e+01
  y_rep[454]     1.362384e+01  0.209833522  1.324787e+01  1.353782e+01
  y_rep[455]     1.483547e+01  0.225221791  1.445889e+01  1.474397e+01
  y_rep[456]     1.487658e+01  0.223026331  1.441669e+01  1.479680e+01
  y_rep[457]     1.473041e+01  0.212066603  1.431580e+01  1.464248e+01
  y_rep[458]     1.487053e+01  0.190013045  1.450062e+01  1.477783e+01
  y_rep[459]     1.494873e+01  0.265114962  1.452106e+01  1.485240e+01
  y_rep[460]     1.445365e+01  0.212455293  1.405013e+01  1.436410e+01
  y_rep[461]     1.481426e+01  0.211196796  1.442562e+01  1.472795e+01
  y_rep[462]     1.455987e+01  0.202638290  1.417060e+01  1.446425e+01
  y_rep[463]     1.414041e+01  0.199432262  1.376055e+01  1.404854e+01
  y_rep[464]     1.411207e+01  0.257015722  1.369552e+01  1.403630e+01
  y_rep[465]     1.383851e+01  0.218133923  1.343005e+01  1.375482e+01
  y_rep[466]     1.384507e+01  0.213820446  1.344573e+01  1.375841e+01
  y_rep[467]     1.541407e+01  0.242410062  1.503973e+01  1.532069e+01
  y_rep[468]     1.505259e+01  0.211538372  1.467265e+01  1.495992e+01
  y_rep[469]     1.524020e+01  0.196011883  1.482929e+01  1.515229e+01
  y_rep[470]     1.569526e+01  0.309922944  1.524974e+01  1.560427e+01
  y_rep[471]     1.597659e+01  0.215824598  1.554467e+01  1.588195e+01
  y_rep[472]     1.561882e+01  0.237418650  1.519831e+01  1.552927e+01
  y_rep[473]     1.909537e+01  0.203004903  1.869633e+01  1.900133e+01
  y_rep[474]     2.212039e+01  0.202096590  2.173160e+01  2.203161e+01
  y_rep[475]     2.178682e+01  0.201681044  2.141071e+01  2.169723e+01
  y_rep[476]     2.182710e+01  0.201563113  2.146729e+01  2.172799e+01
  y_rep[477]     2.157862e+01  0.200671527  2.120713e+01  2.148608e+01
  y_rep[478]     2.061587e+01  0.227114589  2.023834e+01  2.052703e+01
  y_rep[479]     2.144062e+01  0.224544694  2.103264e+01  2.135059e+01
  y_rep[480]     2.124424e+01  0.224376914  2.082268e+01  2.114790e+01
  y_rep[481]     2.106955e+01  0.357633370  2.066717e+01  2.098886e+01
  y_rep[482]     2.101960e+01  0.201273008  2.064446e+01  2.093176e+01
  y_rep[483]     2.128402e+01  0.212129226  2.086260e+01  2.119088e+01
  y_rep[484]     2.132924e+01  0.195274120  2.094878e+01  2.124081e+01
  y_rep[485]     2.160704e+01  0.245641152  2.121325e+01  2.150273e+01
  y_rep[486]     2.179679e+01  0.226021562  2.139095e+01  2.170022e+01
  y_rep[487]     2.142454e+01  0.227087170  2.103226e+01  2.133061e+01
  y_rep[488]     2.238129e+01  0.260892992  2.199428e+01  2.229128e+01
  y_rep[489]     2.216654e+01  0.225096104  2.172579e+01  2.207013e+01
  y_rep[490]     2.145031e+01  0.206142677  2.104940e+01  2.136366e+01
  y_rep[491]     2.150859e+01  0.260994921  2.108173e+01  2.141125e+01
  y_rep[492]     2.119195e+01  0.208577913  2.079065e+01  2.110477e+01
  y_rep[493]     2.076765e+01  0.205213923  2.037190e+01  2.067271e+01
  y_rep[494]     2.113587e+01  0.196049762  2.077791e+01  2.104099e+01
  y_rep[495]     2.097984e+01  0.210464055  2.055407e+01  2.089921e+01
  y_rep[496]     1.906850e+01  0.230177495  1.864940e+01  1.898193e+01
  y_rep[497]     1.585379e+01  0.190114781  1.545998e+01  1.576227e+01
  y_rep[498]     1.643930e+01  0.224069442  1.602808e+01  1.633435e+01
  y_rep[499]     1.663601e+01  0.211094711  1.619951e+01  1.653422e+01
  y_rep[500]     1.569864e+01  0.219298146  1.527999e+01  1.561611e+01
  y_rep[501]     1.584841e+01  0.207111402  1.541866e+01  1.576265e+01
  y_rep[502]     1.543925e+01  0.210156079  1.502620e+01  1.535348e+01
  y_rep[503]     1.563331e+01  0.206865885  1.522019e+01  1.553659e+01
  y_rep[504]     1.565286e+01  0.201299133  1.525655e+01  1.556046e+01
  y_rep[505]     1.526873e+01  0.208111611  1.487646e+01  1.517923e+01
  y_rep[506]     1.494054e+01  0.206874090  1.452232e+01  1.485746e+01
  y_rep[507]     1.477318e+01  0.218407860  1.433909e+01  1.468625e+01
  y_rep[508]     1.419116e+01  0.205985966  1.379757e+01  1.410592e+01
  y_rep[509]     1.449188e+01  0.192472791  1.413003e+01  1.439820e+01
  y_rep[510]     1.413946e+01  0.227228889  1.375655e+01  1.404649e+01
  y_rep[511]     1.356820e+01  0.209680654  1.320390e+01  1.347739e+01
  y_rep[512]     1.369692e+01  0.235058695  1.327428e+01  1.360098e+01
  y_rep[513]     1.325730e+01  0.218311370  1.281673e+01  1.316799e+01
  y_rep[514]     1.283801e+01  0.211251607  1.242036e+01  1.274115e+01
  y_rep[515]     1.288111e+01  0.211309857  1.246981e+01  1.278813e+01
  y_rep[516]     1.321081e+01  0.218428725  1.282484e+01  1.311011e+01
  y_rep[517]     1.282196e+01  0.293807787  1.239999e+01  1.272867e+01
  y_rep[518]     1.301972e+01  0.224043621  1.265485e+01  1.293381e+01
  y_rep[519]     1.298236e+01  0.200319167  1.261070e+01  1.289448e+01
  y_rep[520]     1.238650e+01  0.297152528  1.197621e+01  1.229504e+01
  y_rep[521]     1.269886e+01  0.199176311  1.229038e+01  1.261123e+01
  y_rep[522]     1.256649e+01  0.216289114  1.220166e+01  1.247960e+01
  y_rep[523]     1.233609e+01  0.226598577  1.195652e+01  1.223968e+01
  y_rep[524]     1.218616e+01  0.200105319  1.177668e+01  1.210113e+01
  y_rep[525]     1.229772e+01  0.233241498  1.187822e+01  1.220604e+01
  y_rep[526]     1.179147e+01  0.190665860  1.142944e+01  1.169613e+01
  y_rep[527]     1.172606e+01  0.219814985  1.130329e+01  1.163567e+01
  y_rep[528]     1.224812e+01  0.208727159  1.186567e+01  1.215479e+01
  y_rep[529]     1.199573e+01  0.214683098  1.158549e+01  1.190356e+01
  y_rep[530]     1.229445e+01  0.206623843  1.190477e+01  1.220310e+01
  y_rep[531]     1.210239e+01  0.209602419  1.170061e+01  1.201110e+01
  y_rep[532]     1.145942e+01  0.292543697  1.108506e+01  1.137170e+01
  y_rep[533]     1.171621e+01  0.236992298  1.131227e+01  1.162208e+01
  y_rep[534]     1.187745e+01  0.214708408  1.153767e+01  1.178585e+01
  y_rep[535]     1.167670e+01  0.237423885  1.129333e+01  1.158563e+01
  y_rep[536]     1.267486e+01  0.226968850  1.227882e+01  1.258118e+01
  y_rep[537]     1.226867e+01  0.220035127  1.186763e+01  1.217294e+01
  y_rep[538]     1.182696e+01  0.211030896  1.143582e+01  1.173424e+01
  y_rep[539]     1.186818e+01  0.231239851  1.149330e+01  1.177965e+01
  y_rep[540]     1.155705e+01  0.202111530  1.114926e+01  1.146725e+01
  y_rep[541]     1.149545e+01  0.203528529  1.113264e+01  1.140422e+01
  y_rep[542]     1.157814e+01  0.279163439  1.116460e+01  1.149169e+01
  y_rep[543]     1.134138e+01  0.211673655  1.094262e+01  1.124411e+01
  y_rep[544]     1.115253e+01  0.219018564  1.076137e+01  1.105897e+01
  y_rep[545]     1.171543e+01  0.204406621  1.136187e+01  1.162298e+01
  y_rep[546]     1.132040e+01  0.188287637  1.094964e+01  1.122764e+01
  y_rep[547]     1.137262e+01  0.225974657  1.099279e+01  1.128791e+01
  y_rep[548]     1.129317e+01  0.292942064  1.090967e+01  1.119940e+01
  y_rep[549]     1.162300e+01  0.210280961  1.116470e+01  1.153559e+01
  y_rep[550]     1.155897e+01  0.250603269  1.118119e+01  1.146321e+01
  y_rep[551]     1.125473e+01  0.226732768  1.082693e+01  1.116292e+01
  y_rep[552]     1.099383e+01  0.210855612  1.059979e+01  1.090125e+01
  y_rep[553]     1.085152e+01  0.200365509  1.046438e+01  1.075395e+01
  y_rep[554]     1.103819e+01  0.252292788  1.067777e+01  1.094952e+01
  y_rep[555]     1.096904e+01  0.208353883  1.059416e+01  1.087692e+01
  y_rep[556]     1.042517e+01  0.182815600  1.006749e+01  1.032924e+01
  y_rep[557]     1.024618e+01  0.217750966  9.839845e+00  1.015690e+01
  y_rep[558]     1.032884e+01  0.287002364  9.932080e+00  1.024715e+01
  y_rep[559]     1.005400e+01  0.196354841  9.671112e+00  9.965451e+00
  y_rep[560]     1.324214e+01  0.216031097  1.284106e+01  1.315166e+01
  y_rep[561]     1.278632e+01  0.384328950  1.241414e+01  1.271254e+01
  y_rep[562]     1.265164e+01  0.231940956  1.225198e+01  1.256163e+01
  y_rep[563]     1.299435e+01  0.184798189  1.258620e+01  1.290332e+01
  y_rep[564]     1.346912e+01  0.234760475  1.310207e+01  1.337791e+01
  y_rep[565]     1.297205e+01  0.273046203  1.257343e+01  1.287739e+01
  y_rep[566]     1.319640e+01  0.217686971  1.280613e+01  1.309733e+01
  y_rep[567]     1.292527e+01  0.216412498  1.256597e+01  1.283662e+01
  y_rep[568]     1.250638e+01  0.216718902  1.208412e+01  1.241930e+01
  y_rep[569]     1.284225e+01  0.201305295  1.248406e+01  1.275646e+01
  y_rep[570]     1.272488e+01  0.208469696  1.237252e+01  1.263046e+01
  y_rep[571]     1.267873e+01  0.189611480  1.232820e+01  1.258839e+01
  y_rep[572]     1.230261e+01  0.208731779  1.189325e+01  1.222240e+01
  y_rep[573]     1.236250e+01  0.195244677  1.195985e+01  1.226681e+01
  y_rep[574]     1.211322e+01  0.220386858  1.175152e+01  1.202329e+01
  y_rep[575]     1.231952e+01  0.221457322  1.189618e+01  1.222996e+01
  y_rep[576]     1.206102e+01  0.205888158  1.166518e+01  1.197844e+01
  y_rep[577]     1.197367e+01  0.225666980  1.160745e+01  1.188189e+01
  y_rep[578]     1.234041e+01  0.216824665  1.196751e+01  1.225482e+01
  y_rep[579]     1.233728e+01  0.275034545  1.192996e+01  1.225506e+01
  y_rep[580]     1.203800e+01  0.210849189  1.162570e+01  1.194695e+01
  y_rep[581]     1.213730e+01  0.220881358  1.168553e+01  1.204227e+01
  y_rep[582]     1.217610e+01  0.214150081  1.177673e+01  1.208051e+01
  y_rep[583]     1.101726e+01  0.255861794  1.055961e+01  1.091236e+01
  y_rep[584]     1.106159e+01  0.195049159  1.067578e+01  1.096928e+01
  y_rep[585]     1.085157e+01  0.212661262  1.046846e+01  1.075881e+01
  y_rep[586]     1.047179e+01  0.189462551  1.010983e+01  1.037515e+01
  y_rep[587]     1.059533e+01  0.185372037  1.021932e+01  1.051104e+01
  y_rep[588]     1.122329e+01  0.254962341  1.077781e+01  1.114598e+01
  y_rep[589]     1.124767e+01  0.218981566  1.084236e+01  1.115499e+01
  y_rep[590]     1.153901e+01  0.206078358  1.116706e+01  1.144911e+01
  y_rep[591]     1.159965e+01  0.278038942  1.120125e+01  1.150947e+01
  y_rep[592]     1.771565e+01  0.245451638  1.726303e+01  1.758286e+01
  y_rep[593]     1.866106e+01  0.239408692  1.828304e+01  1.856161e+01
  y_rep[594]     1.918923e+01  0.263670423  1.876632e+01  1.909480e+01
  y_rep[595]     1.857834e+01  0.221211121  1.812750e+01  1.849048e+01
  y_rep[596]     1.906766e+01  0.216140024  1.866386e+01  1.897797e+01
  y_rep[597]     1.943033e+01  0.229421851  1.902478e+01  1.934019e+01
  y_rep[598]     1.929776e+01  0.229111280  1.892977e+01  1.919884e+01
  y_rep[599]     1.959259e+01  0.217376402  1.914545e+01  1.950063e+01
  y_rep[600]     1.938952e+01  0.197327812  1.901548e+01  1.929796e+01
  y_rep[601]     1.947175e+01  0.188313550  1.910749e+01  1.938643e+01
  y_rep[602]     1.956656e+01  0.280556223  1.911589e+01  1.948270e+01
  y_rep[603]     2.044569e+01  0.184314501  2.008614e+01  2.035187e+01
  y_rep[604]     2.018380e+01  0.287001583  1.976706e+01  2.010240e+01
  y_rep[605]     2.001578e+01  0.238940923  1.956446e+01  1.992135e+01
  y_rep[606]     2.036613e+01  0.212192031  1.998531e+01  2.027460e+01
  y_rep[607]     2.040351e+01  0.210532216  2.003315e+01  2.031768e+01
  y_rep[608]     2.044145e+01  0.218955543  2.007279e+01  2.035167e+01
  y_rep[609]     2.071868e+01  0.220720325  2.034611e+01  2.062655e+01
  y_rep[610]     2.038917e+01  0.221388317  1.996266e+01  2.029925e+01
  y_rep[611]     2.072300e+01  0.214596124  2.035514e+01  2.063439e+01
  y_rep[612]     2.042931e+01  0.222007555  2.004665e+01  2.033475e+01
  y_rep[613]     2.009239e+01  0.228197634  1.968937e+01  2.000786e+01
  y_rep[614]     1.823289e+01  0.223025910  1.781058e+01  1.814489e+01
  y_rep[615]     1.639543e+01  0.229865073  1.601633e+01  1.630634e+01
  y_rep[616]     1.542769e+01  0.211147315  1.500985e+01  1.533363e+01
  y_rep[617]     1.567725e+01  0.203271663  1.526780e+01  1.558852e+01
  y_rep[618]     1.522137e+01  0.227229793  1.483591e+01  1.512806e+01
  y_rep[619]     1.465714e+01  0.218909362  1.425397e+01  1.456858e+01
  y_rep[620]     1.464688e+01  0.217459167  1.420615e+01  1.455245e+01
  y_rep[621]     1.474067e+01  0.199611484  1.432273e+01  1.465258e+01
  y_rep[622]     1.525963e+01  0.216826348  1.487708e+01  1.516698e+01
  y_rep[623]     1.541823e+01  0.216477250  1.504186e+01  1.532987e+01
  y_rep[624]     1.513795e+01  0.226039182  1.476172e+01  1.504426e+01
  y_rep[625]     1.510699e+01  0.202265390  1.475623e+01  1.501083e+01
  y_rep[626]     1.452990e+01  0.255065786  1.412887e+01  1.444044e+01
  y_rep[627]     1.439717e+01  0.241995877  1.401052e+01  1.430443e+01
  y_rep[628]     1.409711e+01  0.236839635  1.367921e+01  1.400248e+01
  y_rep[629]     1.380958e+01  0.204396074  1.343989e+01  1.371429e+01
  y_rep[630]     1.378293e+01  0.205029253  1.337661e+01  1.369047e+01
  y_rep[631]     1.334385e+01  0.206429352  1.291918e+01  1.326363e+01
  y_rep[632]     1.338731e+01  0.221388641  1.295900e+01  1.330455e+01
  y_rep[633]     1.343236e+01  0.212330845  1.303235e+01  1.334451e+01
  y_rep[634]     1.322566e+01  0.204013913  1.282871e+01  1.313609e+01
  y_rep[635]     1.276563e+01  0.253448468  1.236409e+01  1.267817e+01
  y_rep[636]     1.268778e+01  0.214417223  1.228180e+01  1.259389e+01
  y_rep[637]     1.226260e+01  0.246172330  1.181692e+01  1.216805e+01
  y_rep[638]     1.275450e+01  0.220466380  1.235414e+01  1.266150e+01
  y_rep[639]     1.296390e+01  0.194309708  1.256557e+01  1.287360e+01
  y_rep[640]     1.280425e+01  0.220228948  1.242038e+01  1.270472e+01
  y_rep[641]     1.258000e+01  0.215593305  1.213363e+01  1.249088e+01
  y_rep[642]     1.281174e+01  0.185567030  1.247893e+01  1.272421e+01
  y_rep[643]     1.251219e+01  0.246560176  1.211218e+01  1.241852e+01
  y_rep[644]     1.234799e+01  0.205564681  1.196210e+01  1.226151e+01
  y_rep[645]     1.233827e+01  0.226207752  1.196862e+01  1.224852e+01
  y_rep[646]     1.192984e+01  0.201707380  1.153733e+01  1.184663e+01
  y_rep[647]     1.193273e+01  0.215589933  1.153078e+01  1.183620e+01
  y_rep[648]     1.205461e+01  0.208751622  1.167023e+01  1.196579e+01
  y_rep[649]     1.238747e+01  0.261648251  1.200292e+01  1.228389e+01
  y_rep[650]     1.241786e+01  0.226281224  1.195216e+01  1.233940e+01
  y_rep[651]     1.252458e+01  0.216836806  1.210178e+01  1.243443e+01
  y_rep[652]     1.245320e+01  0.192253578  1.207645e+01  1.236528e+01
  y_rep[653]     1.247388e+01  0.210296372  1.207723e+01  1.238703e+01
  y_rep[654]     1.249815e+01  0.225716904  1.209344e+01  1.241203e+01
  y_rep[655]     1.253967e+01  0.216748003  1.215619e+01  1.244853e+01
  y_rep[656]     1.249405e+01  0.287969419  1.209203e+01  1.240145e+01
  y_rep[657]     1.252006e+01  0.197510414  1.213567e+01  1.242886e+01
  y_rep[658]     1.252032e+01  0.214397955  1.206206e+01  1.242974e+01
  y_rep[659]     1.256867e+01  0.220647153  1.216000e+01  1.248322e+01
  y_rep[660]     1.235673e+01  0.221418983  1.191583e+01  1.227176e+01
  y_rep[661]     1.199995e+01  0.205334461  1.162659e+01  1.190554e+01
  y_rep[662]     1.212979e+01  0.223495331  1.176032e+01  1.203498e+01
  y_rep[663]     1.211729e+01  0.204964692  1.172671e+01  1.203560e+01
  y_rep[664]     1.243812e+01  0.201575383  1.203588e+01  1.234971e+01
  y_rep[665]     1.273471e+01  0.187595053  1.238093e+01  1.264419e+01
  y_rep[666]     1.220012e+01  0.194368437  1.178859e+01  1.211216e+01
  y_rep[667]     1.242116e+01  0.198954065  1.203484e+01  1.233428e+01
  y_rep[668]     1.205112e+01  0.247859371  1.163127e+01  1.197123e+01
  y_rep[669]     1.188958e+01  0.216627257  1.151052e+01  1.179627e+01
  y_rep[670]     1.207034e+01  0.220091068  1.167420e+01  1.199009e+01
  y_rep[671]     1.237779e+01  0.231932133  1.197720e+01  1.229573e+01
  y_rep[672]     1.214065e+01  0.202929814  1.177502e+01  1.205429e+01
  y_rep[673]     1.186326e+01  0.202937710  1.148605e+01  1.177372e+01
  y_rep[674]     1.190706e+01  0.213260211  1.147048e+01  1.182098e+01
  y_rep[675]     1.177899e+01  0.206083239  1.140482e+01  1.168582e+01
  y_rep[676]     1.190616e+01  0.222036376  1.146548e+01  1.180768e+01
  y_rep[677]     1.205728e+01  0.215766072  1.164398e+01  1.196754e+01
  y_rep[678]     1.153230e+01  0.209522047  1.114981e+01  1.144213e+01
  y_rep[679]     1.152204e+01  0.191993311  1.114350e+01  1.142959e+01
  y_rep[680]     1.111136e+01  0.212887002  1.073325e+01  1.101889e+01
  y_rep[681]     1.090227e+01  0.283583806  1.052069e+01  1.081792e+01
  y_rep[682]     1.124947e+01  0.226957668  1.088310e+01  1.115245e+01
  y_rep[683]     1.150092e+01  0.242454077  1.112342e+01  1.141135e+01
  y_rep[684]     1.125900e+01  0.222574923  1.085080e+01  1.116478e+01
  y_rep[685]     1.102528e+01  0.215105992  1.064396e+01  1.094164e+01
  y_rep[686]     1.088830e+01  0.227922911  1.052205e+01  1.078909e+01
  y_rep[687]     1.060900e+01  0.207724504  1.018738e+01  1.051930e+01
  y_rep[688]     1.095264e+01  0.225119882  1.054815e+01  1.087249e+01
  y_rep[689]     1.075580e+01  0.239906579  1.031972e+01  1.066920e+01
  y_rep[690]     1.091051e+01  0.242287419  1.056511e+01  1.081932e+01
  y_rep[691]     1.090033e+01  0.185360028  1.054285e+01  1.080797e+01
  y_rep[692]     1.100612e+01  0.197829530  1.061673e+01  1.090380e+01
  y_rep[693]     1.068469e+01  0.267191750  1.030852e+01  1.058551e+01
  y_rep[694]     1.066697e+01  0.212926722  1.029300e+01  1.057330e+01
  y_rep[695]     1.059852e+01  0.219284708  1.020275e+01  1.050148e+01
  y_rep[696]     1.047047e+01  0.225298776  1.007639e+01  1.037714e+01
  y_rep[697]     1.033018e+01  0.181135053  9.999605e+00  1.023741e+01
  y_rep[698]     1.017345e+01  0.210674433  9.815738e+00  1.007066e+01
  y_rep[699]     1.042981e+01  0.202336665  1.008212e+01  1.034742e+01
  y_rep[700]     1.113607e+01  0.189143112  1.076508e+01  1.104638e+01
  y_rep[701]     1.103378e+01  0.205854211  1.064666e+01  1.094058e+01
  y_rep[702]     1.086957e+01  0.213556039  1.041352e+01  1.077875e+01
  y_rep[703]     1.094488e+01  0.215463732  1.054781e+01  1.085029e+01
  y_rep[704]     1.087355e+01  0.198607369  1.048705e+01  1.078652e+01
  y_rep[705]     1.086370e+01  0.236463804  1.047414e+01  1.076890e+01
  y_rep[706]     1.075038e+01  0.255284326  1.038394e+01  1.066515e+01
  y_rep[707]     1.097509e+01  0.242557815  1.055034e+01  1.088473e+01
  y_rep[708]     1.089404e+01  0.217189374  1.048414e+01  1.080332e+01
  y_rep[709]     1.074382e+01  0.208055932  1.032658e+01  1.064983e+01
  y_rep[710]     1.075715e+01  0.193233035  1.033354e+01  1.066228e+01
  y_rep[711]     1.058478e+01  0.233510712  1.020688e+01  1.049893e+01
  y_rep[712]     1.046284e+01  0.215512639  1.008445e+01  1.036784e+01
  y_rep[713]     1.024450e+01  0.186179255  9.822284e+00  1.016126e+01
  y_rep[714]     1.013450e+01  0.221925158  9.730937e+00  1.004241e+01
  y_rep[715]     1.002061e+01  0.204031986  9.654669e+00  9.934062e+00
  y_rep[716]     1.009999e+01  0.237488939  9.703495e+00  1.001312e+01
  y_rep[717]     9.803373e+00  0.231120042  9.369011e+00  9.706783e+00
  y_rep[718]     9.673402e+00  0.266745580  9.292813e+00  9.583077e+00
  y_rep[719]     1.004439e+01  0.223064237  9.604287e+00  9.947155e+00
  y_rep[720]     1.009378e+01  0.222973232  9.672867e+00  9.996204e+00
  y_rep[721]     1.048102e+01  0.219326463  1.011931e+01  1.038779e+01
  y_rep[722]     9.762589e+00  0.221952840  9.389810e+00  9.670185e+00
  y_rep[723]     1.015519e+01  0.210230471  9.761326e+00  1.005984e+01
  y_rep[724]     1.046935e+01  0.207908607  1.011159e+01  1.038709e+01
  y_rep[725]     1.055791e+01  0.204642917  1.018733e+01  1.046392e+01
  y_rep[726]     1.067018e+01  0.251977703  1.024481e+01  1.057578e+01
  y_rep[727]     1.035272e+01  0.265192661  9.959899e+00  1.027271e+01
  y_rep[728]     1.043695e+01  0.203243441  9.994808e+00  1.035086e+01
  y_rep[729]     1.042832e+01  0.227308956  1.001236e+01  1.033837e+01
  y_rep[730]     1.063020e+01  0.210385874  1.022758e+01  1.054270e+01
  y_rep[731]     1.060076e+01  0.205022527  1.020972e+01  1.050741e+01
  y_rep[732]     1.065567e+01  0.218740703  1.026065e+01  1.056313e+01
  y_rep[733]     1.049628e+01  0.219666036  1.014518e+01  1.040143e+01
  y_rep[734]     1.130373e+01  0.212516836  1.092146e+01  1.121550e+01
  y_rep[735]     1.161695e+01  0.220715909  1.121138e+01  1.152851e+01
  y_rep[736]     1.134307e+01  0.204130510  1.095907e+01  1.124603e+01
  y_rep[737]     1.137222e+01  0.248217098  1.099449e+01  1.128792e+01
  y_rep[738]     1.149086e+01  0.221999288  1.113604e+01  1.139613e+01
  y_rep[739]     1.137790e+01  0.525758015  1.101246e+01  1.129395e+01
  y_rep[740]     1.172786e+01  0.278374166  1.134438e+01  1.163386e+01
  y_rep[741]     1.160689e+01  0.197738070  1.119507e+01  1.151495e+01
  y_rep[742]     1.173999e+01  0.182605244  1.136173e+01  1.165401e+01
  y_rep[743]     1.176904e+01  0.218834264  1.137584e+01  1.167836e+01
  y_rep[744]     1.156903e+01  0.206286095  1.117271e+01  1.147675e+01
  y_rep[745]     1.164269e+01  0.217721479  1.125847e+01  1.155935e+01
  y_rep[746]     1.133914e+01  0.215347804  1.091581e+01  1.125226e+01
  y_rep[747]     1.093553e+01  0.216289599  1.055024e+01  1.084581e+01
  y_rep[748]     1.106320e+01  0.207462644  1.062586e+01  1.097506e+01
  y_rep[749]     1.120410e+01  0.235636801  1.079658e+01  1.111746e+01
  y_rep[750]     1.124931e+01  0.200554632  1.085698e+01  1.116281e+01
  y_rep[751]     1.083621e+01  0.481107716  1.041048e+01  1.076223e+01
  y_rep[752]     1.077167e+01  0.216802582  1.038994e+01  1.067705e+01
  y_rep[753]     1.097630e+01  0.201166533  1.057713e+01  1.088775e+01
  y_rep[754]     1.128049e+01  0.200676384  1.087643e+01  1.119619e+01
  y_rep[755]     1.155485e+01  0.200808838  1.116083e+01  1.146098e+01
  y_rep[756]     1.121741e+01  0.211904124  1.081918e+01  1.112882e+01
  y_rep[757]     1.061784e+01  0.241092804  1.022856e+01  1.052336e+01
  y_rep[758]     1.048730e+01  0.198898212  1.006993e+01  1.039940e+01
  y_rep[759]     1.072651e+01  0.203818341  1.033522e+01  1.063507e+01
  y_rep[760]     1.043684e+01  0.202544307  1.004760e+01  1.033854e+01
  y_rep[761]     1.056569e+01  0.227751398  1.017102e+01  1.048123e+01
  y_rep[762]     1.098829e+01  0.220465333  1.060993e+01  1.089572e+01
  y_rep[763]     1.052054e+01  0.217166818  1.017892e+01  1.041563e+01
  y_rep[764]     1.044393e+01  0.208403101  1.002377e+01  1.035427e+01
  y_rep[765]     1.020035e+01  0.209431843  9.809162e+00  1.011784e+01
  y_rep[766]     1.032336e+01  0.238858817  9.927388e+00  1.023800e+01
  y_rep[767]     1.012351e+01  0.226278099  9.753907e+00  1.003560e+01
  y_rep[768]     1.029998e+01  0.227025617  9.943505e+00  1.021711e+01
  y_rep[769]     1.026847e+01  0.220955436  9.863034e+00  1.017995e+01
  y_rep[770]     1.009198e+01  0.207615390  9.673822e+00  1.000024e+01
  y_rep[771]     1.024372e+01  0.238328621  9.884902e+00  1.015995e+01
  y_rep[772]     1.022628e+01  0.192210426  9.848593e+00  1.014011e+01
  y_rep[773]     1.020352e+01  0.240569691  9.796412e+00  1.011655e+01
  y_rep[774]     1.080746e+01  0.182633253  1.044018e+01  1.072412e+01
  y_rep[775]     1.062599e+01  0.221947158  1.024177e+01  1.053506e+01
  y_rep[776]     1.029682e+01  0.231800401  9.854492e+00  1.021133e+01
  y_rep[777]     1.016317e+01  0.214427430  9.734802e+00  1.007710e+01
  y_rep[778]     9.883372e+00  0.210478470  9.519479e+00  9.781929e+00
  y_rep[779]     1.038939e+01  0.191390508  1.000545e+01  1.029386e+01
  y_rep[780]     1.027821e+01  0.390685066  9.910528e+00  1.019421e+01
  y_rep[781]     1.000566e+01  0.240501333  9.618326e+00  9.916602e+00
  y_rep[782]     1.014131e+01  0.200812180  9.776343e+00  1.005155e+01
  y_rep[783]     9.920373e+00  0.211142407  9.549744e+00  9.833187e+00
  y_rep[784]     9.904687e+00  0.230263081  9.515312e+00  9.812286e+00
  y_rep[785]     9.648359e+00  0.269195316  9.188429e+00  9.560830e+00
  y_rep[786]     9.612729e+00  0.273569850  9.211943e+00  9.518480e+00
  y_rep[787]     9.552198e+00  0.220627781  9.150293e+00  9.466828e+00
  y_rep[788]     1.000226e+01  0.224540341  9.574235e+00  9.922329e+00
  y_rep[789]     1.047738e+01  0.232364952  1.005088e+01  1.038196e+01
  y_rep[790]     1.029925e+01  0.210227941  9.889377e+00  1.021190e+01
  y_rep[791]     1.004208e+01  0.205343634  9.640479e+00  9.957243e+00
  y_rep[792]     1.010587e+01  0.235674952  9.722372e+00  1.001030e+01
  y_rep[793]     1.000877e+01  0.225292796  9.603981e+00  9.932909e+00
  y_rep[794]     1.058364e+01  0.224616642  1.015846e+01  1.049400e+01
  y_rep[795]     1.046382e+01  0.210601778  1.006300e+01  1.038061e+01
  y_rep[796]     1.016810e+01  0.215822403  9.742946e+00  1.007515e+01
  y_rep[797]     1.005237e+01  0.193689541  9.659935e+00  9.960848e+00
  y_rep[798]     1.033521e+01  0.196942654  9.928458e+00  1.024449e+01
  y_rep[799]     1.044257e+01  0.201684605  1.002675e+01  1.035761e+01
  y_rep[800]     1.034215e+01  0.191980409  9.998481e+00  1.025082e+01
  y_rep[801]     1.035626e+01  0.216291799  9.969111e+00  1.026881e+01
  y_rep[802]     9.878853e+00  0.210777217  9.476045e+00  9.794162e+00
  y_rep[803]     9.947956e+00  0.204570460  9.539498e+00  9.859216e+00
  y_rep[804]     1.036620e+01  0.216430813  9.980150e+00  1.027478e+01
  y_rep[805]     1.020834e+01  0.192268827  9.807073e+00  1.012342e+01
  y_rep[806]     1.025792e+01  0.204769539  9.889933e+00  1.016612e+01
  y_rep[807]     1.033067e+01  0.341068462  9.918086e+00  1.023694e+01
  y_rep[808]     1.026336e+01  0.257110689  9.830224e+00  1.017356e+01
  y_rep[809]     1.021636e+01  0.208162719  9.821621e+00  1.012312e+01
  y_rep[810]     1.058437e+01  0.235665534  1.014865e+01  1.049765e+01
  y_rep[811]     1.000823e+01  0.248666279  9.590756e+00  9.929346e+00
  y_rep[812]     9.558332e+00  0.216340158  9.177987e+00  9.461672e+00
  y_rep[813]     9.817692e+00  0.203427293  9.443697e+00  9.730796e+00
  y_rep[814]     1.013960e+01  0.222637320  9.753086e+00  1.004952e+01
  y_rep[815]     9.871693e+00  0.200400628  9.490332e+00  9.778464e+00
  y_rep[816]     1.012644e+01  0.205148680  9.729580e+00  1.003303e+01
  y_rep[817]     9.658677e+00  0.220809174  9.264101e+00  9.560673e+00
  y_rep[818]     9.605770e+00  0.240409641  9.204123e+00  9.518864e+00
  y_rep[819]     9.642416e+00  0.218162954  9.276561e+00  9.549163e+00
  y_rep[820]     9.458463e+00  0.205584297  9.033272e+00  9.375862e+00
  y_rep[821]     9.402268e+00  0.198063953  8.996514e+00  9.314147e+00
  y_rep[822]     9.667755e+00  0.218438229  9.289370e+00  9.577240e+00
  y_rep[823]     9.617037e+00  0.220885295  9.229744e+00  9.525581e+00
  y_rep[824]     9.467429e+00  0.226275624  9.065480e+00  9.379083e+00
  y_rep[825]     9.258943e+00  0.234797613  8.908023e+00  9.166296e+00
  y_rep[826]     9.737650e+00  0.213784448  9.332312e+00  9.655335e+00
  y_rep[827]     9.782527e+00  0.214409128  9.394216e+00  9.686602e+00
  y_rep[828]     9.514400e+00  0.212347556  9.128653e+00  9.418465e+00
  y_rep[829]     9.498692e+00  0.206776647  9.119009e+00  9.410295e+00
  y_rep[830]     9.667887e+00  0.207638475  9.282055e+00  9.582113e+00
  y_rep[831]     9.649524e+00  0.202434054  9.256170e+00  9.559809e+00
  y_rep[832]     9.884879e+00  0.206283259  9.490754e+00  9.793941e+00
  y_rep[833]     9.859214e+00  0.236455314  9.500370e+00  9.765848e+00
  y_rep[834]     9.995088e+00  0.212786750  9.608621e+00  9.906422e+00
  y_rep[835]     1.010385e+01  0.257749770  9.683550e+00  1.001545e+01
  y_rep[836]     1.013381e+01  0.210522597  9.748715e+00  1.003515e+01
  y_rep[837]     1.017896e+01  0.197580479  9.780058e+00  1.008345e+01
  y_rep[838]     1.005118e+01  0.226210349  9.655062e+00  9.962272e+00
  y_rep[839]     9.849912e+00  0.210726057  9.433456e+00  9.763844e+00
  y_rep[840]     9.827483e+00  0.193230388  9.411691e+00  9.742058e+00
  y_rep[841]     1.010408e+01  0.244252894  9.722900e+00  1.002689e+01
  y_rep[842]     1.154406e+01  0.206534286  1.118324e+01  1.146000e+01
  y_rep[843]     1.121920e+01  0.208519331  1.080904e+01  1.112967e+01
  y_rep[844]     1.142916e+01  0.239750806  1.105498e+01  1.135133e+01
  y_rep[845]     1.134587e+01  0.193658888  1.097159e+01  1.125904e+01
  y_rep[846]     1.158095e+01  0.197931278  1.124299e+01  1.148484e+01
  y_rep[847]     1.193507e+01  0.207726390  1.155141e+01  1.184402e+01
  y_rep[848]     1.193254e+01  0.254979914  1.154077e+01  1.183996e+01
  y_rep[849]     1.174608e+01  0.202547163  1.136478e+01  1.165206e+01
  y_rep[850]     1.192004e+01  0.196329009  1.155167e+01  1.182821e+01
  y_rep[851]     1.199882e+01  0.197739862  1.160697e+01  1.190464e+01
  y_rep[852]     1.212558e+01  0.199318781  1.175155e+01  1.203741e+01
  y_rep[853]     1.200328e+01  0.221690385  1.158997e+01  1.190591e+01
  y_rep[854]     1.210563e+01  0.199137507  1.172305e+01  1.201903e+01
  y_rep[855]     1.201083e+01  0.226321503  1.157335e+01  1.191981e+01
  y_rep[856]     1.204641e+01  0.210593102  1.166095e+01  1.195918e+01
  y_rep[857]     1.203356e+01  0.311966566  1.163398e+01  1.194088e+01
  y_rep[858]     1.252250e+01  0.212753217  1.213827e+01  1.243039e+01
  y_rep[859]     1.198188e+01  0.208528951  1.155758e+01  1.189253e+01
  y_rep[860]     1.204118e+01  0.196740163  1.163020e+01  1.194941e+01
  y_rep[861]     1.202161e+01  0.237931943  1.163430e+01  1.193027e+01
  y_rep[862]     1.226852e+01  0.210196389  1.189402e+01  1.218195e+01
  y_rep[863]     1.228782e+01  0.230423085  1.187551e+01  1.219737e+01
  y_rep[864]     1.219584e+01  0.203393334  1.182637e+01  1.210107e+01
  y_rep[865]     1.160947e+01  0.221000047  1.118748e+01  1.151464e+01
  y_rep[866]     1.187702e+01  0.198594041  1.148453e+01  1.178865e+01
  y_rep[867]     1.216393e+01  0.211116265  1.177056e+01  1.207314e+01
  y_rep[868]     1.209770e+01  0.209984766  1.172818e+01  1.200317e+01
  y_rep[869]     1.173410e+01  0.253320880  1.131363e+01  1.165108e+01
  y_rep[870]     1.181522e+01  0.224709268  1.141520e+01  1.171907e+01
  y_rep[871]     1.259862e+01  0.282804953  1.221996e+01  1.250187e+01
  y_rep[872]     1.260185e+01  0.216239078  1.219913e+01  1.251337e+01
  y_rep[873]     1.256635e+01  0.226385247  1.216979e+01  1.248360e+01
  y_rep[874]     1.272575e+01  0.232913618  1.232381e+01  1.264588e+01
  y_rep[875]     1.248662e+01  0.231503719  1.211511e+01  1.239389e+01
  y_rep[876]     1.245005e+01  0.200688457  1.206974e+01  1.236719e+01
  y_rep[877]     1.235229e+01  0.259798419  1.194510e+01  1.225379e+01
  y_rep[878]     1.239386e+01  0.321039097  1.201019e+01  1.229543e+01
  y_rep[879]     1.235476e+01  0.221794959  1.193573e+01  1.227623e+01
  y_rep[880]     1.216146e+01  0.191796088  1.175888e+01  1.207610e+01
  y_rep[881]     1.187318e+01  0.208892163  1.147555e+01  1.178731e+01
  y_rep[882]     1.200365e+01  0.202985526  1.161938e+01  1.191311e+01
  y_rep[883]     1.184722e+01  0.229295248  1.150091e+01  1.174969e+01
  y_rep[884]     1.187310e+01  0.207084545  1.151131e+01  1.177794e+01
  y_rep[885]     1.181886e+01  0.214125243  1.141406e+01  1.172289e+01
  y_rep[886]     1.190384e+01  0.339118493  1.152283e+01  1.180902e+01
  y_rep[887]     1.176460e+01  0.180925776  1.139502e+01  1.166675e+01
  y_rep[888]     1.200528e+01  0.327816375  1.162265e+01  1.191455e+01
  y_rep[889]     1.172470e+01  0.287649477  1.137048e+01  1.164172e+01
  y_rep[890]     1.144349e+01  0.223311630  1.103736e+01  1.135359e+01
  y_rep[891]     1.151028e+01  0.231207498  1.111721e+01  1.141539e+01
  y_rep[892]     1.127964e+01  0.193343915  1.088114e+01  1.119168e+01
  y_rep[893]     1.100693e+01  0.211428035  1.056064e+01  1.091181e+01
  y_rep[894]     1.040517e+01  0.196145633  9.987304e+00  1.031707e+01
  y_rep[895]     1.010372e+01  0.218384642  9.748324e+00  1.001449e+01
  y_rep[896]     9.896910e+00  0.204325076  9.550322e+00  9.802000e+00
  y_rep[897]     9.922206e+00  0.194537654  9.536645e+00  9.831696e+00
  y_rep[898]     9.646336e+00  0.203473863  9.263577e+00  9.555413e+00
  y_rep[899]     9.784301e+00  0.186321793  9.408917e+00  9.700249e+00
  y_rep[900]     9.751603e+00  0.203096213  9.355362e+00  9.669384e+00
  y_rep[901]     9.644277e+00  0.208906179  9.231427e+00  9.555923e+00
  y_rep[902]     9.722160e+00  0.252345452  9.314467e+00  9.629552e+00
  y_rep[903]     9.864329e+00  0.205966201  9.497421e+00  9.766061e+00
  y_rep[904]     9.824901e+00  0.225818765  9.427926e+00  9.738963e+00
  y_rep[905]     9.704338e+00  0.266383691  9.277689e+00  9.619994e+00
  y_rep[906]     9.987455e+00  0.276750477  9.583811e+00  9.906838e+00
  y_rep[907]     9.614536e+00  0.205267117  9.226972e+00  9.528411e+00
  y_rep[908]     9.579333e+00  0.205134509  9.208391e+00  9.483719e+00
  y_rep[909]     9.329744e+00  0.225193415  8.912755e+00  9.249572e+00
  y_rep[910]     9.342994e+00  0.204477538  8.928565e+00  9.257582e+00
  y_rep[911]     9.309024e+00  0.197259584  8.893378e+00  9.223649e+00
  y_rep[912]     9.768735e+00  0.204187680  9.390651e+00  9.673606e+00
  y_rep[913]     9.554036e+00  0.234673836  9.187499e+00  9.458966e+00
  y_rep[914]     9.263131e+00  0.219945373  8.882071e+00  9.170147e+00
  y_rep[915]     9.697540e+00  0.256645850  9.279854e+00  9.612913e+00
  y_rep[916]     9.553339e+00  0.214300540  9.148980e+00  9.464083e+00
  y_rep[917]     9.500821e+00  0.219423197  9.041889e+00  9.410441e+00
  y_rep[918]     9.373504e+00  0.217768207  9.002315e+00  9.278956e+00
  y_rep[919]     9.382327e+00  0.230004196  9.001329e+00  9.291015e+00
  y_rep[920]     9.040292e+00  0.248740684  8.666027e+00  8.942531e+00
  y_rep[921]     9.203488e+00  0.241060792  8.819279e+00  9.104923e+00
  y_rep[922]     8.972512e+00  0.238170312  8.551361e+00  8.891833e+00
  y_rep[923]     9.013696e+00  0.193473077  8.629062e+00  8.929566e+00
  y_rep[924]     9.289685e+00  0.224467934  8.907571e+00  9.200121e+00
  y_rep[925]     9.253052e+00  0.213171039  8.847813e+00  9.177220e+00
  y_rep[926]     9.238771e+00  0.201217850  8.840122e+00  9.149122e+00
  y_rep[927]     9.267585e+00  0.237408465  8.877801e+00  9.180957e+00
  y_rep[928]     9.560047e+00  0.212807484  9.223631e+00  9.471703e+00
  y_rep[929]     9.286825e+00  0.184846133  8.927119e+00  9.200223e+00
  y_rep[930]     9.855891e+00  0.196052051  9.457103e+00  9.760220e+00
  y_rep[931]     9.894022e+00  0.209133819  9.466257e+00  9.806042e+00
  y_rep[932]     9.758307e+00  0.219220565  9.359584e+00  9.661974e+00
  y_rep[933]     9.568757e+00  0.201619988  9.193847e+00  9.479657e+00
  y_rep[934]     9.416592e+00  0.206133932  8.982832e+00  9.327860e+00
  y_rep[935]     9.418224e+00  0.193879250  9.043454e+00  9.325800e+00
  y_rep[936]     9.732489e+00  0.220237677  9.345072e+00  9.642554e+00
  y_rep[937]     9.877768e+00  0.194938009  9.492793e+00  9.797863e+00
  y_rep[938]     9.546075e+00  0.220445706  9.158715e+00  9.462054e+00
  y_rep[939]     9.537794e+00  0.192639921  9.187082e+00  9.445684e+00
  y_rep[940]     9.382347e+00  0.200835270  8.983825e+00  9.299055e+00
  y_rep[941]     9.373141e+00  0.199473116  9.030874e+00  9.285711e+00
  y_rep[942]     9.350266e+00  0.210063530  8.999257e+00  9.261369e+00
  y_rep[943]     9.540392e+00  0.204172956  9.157592e+00  9.445761e+00
  y_rep[944]     9.184060e+00  0.451412772  8.716870e+00  9.111081e+00
  y_rep[945]     9.199068e+00  0.194245743  8.830502e+00  9.109111e+00
  y_rep[946]     9.212597e+00  0.204212067  8.792369e+00  9.121548e+00
  y_rep[947]     8.827613e+00  0.228812588  8.456108e+00  8.732202e+00
  y_rep[948]     8.779116e+00  0.216132219  8.390922e+00  8.687856e+00
  y_rep[949]     8.456090e+00  0.205448802  8.058472e+00  8.363880e+00
  y_rep[950]     8.263495e+00  0.194388823  7.859905e+00  8.170616e+00
  y_rep[951]     8.127923e+00  0.226572391  7.753146e+00  8.039270e+00
  y_rep[952]     8.491246e+00  0.450781708  8.042545e+00  8.391411e+00
  y_rep[953]     8.176821e+00  0.238441949  7.756046e+00  8.071742e+00
  y_rep[954]     8.448402e+00  0.206249668  8.084192e+00  8.355822e+00
  y_rep[955]     8.488732e+00  0.216782636  8.098089e+00  8.403706e+00
  y_rep[956]     8.442519e+00  0.231180031  8.026987e+00  8.344077e+00
  y_rep[957]     8.388718e+00  0.224544836  7.960419e+00  8.299093e+00
  y_rep[958]     8.366829e+00  0.231284859  8.000951e+00  8.274101e+00
  y_rep[959]     8.207155e+00  0.208043664  7.777054e+00  8.125071e+00
  y_rep[960]     8.557373e+00  0.206908933  8.172092e+00  8.464975e+00
  y_rep[961]     8.992409e+00  0.257391224  8.579933e+00  8.910855e+00
  y_rep[962]     8.698169e+00  0.215572579  8.345182e+00  8.605692e+00
  y_rep[963]     8.751934e+00  0.244020891  8.369138e+00  8.652773e+00
  y_rep[964]     8.605151e+00  0.215226458  8.184806e+00  8.519717e+00
  y_rep[965]     9.143480e+00  0.213523344  8.717768e+00  9.051945e+00
  y_rep[966]     9.176474e+00  0.204404226  8.743523e+00  9.086756e+00
  y_rep[967]     9.306620e+00  0.224000000  8.914928e+00  9.220400e+00
  y_rep[968]     9.289587e+00  0.210727532  8.874080e+00  9.200715e+00
  y_rep[969]     9.357624e+00  0.219164694  8.946831e+00  9.278006e+00
  y_rep[970]     9.520618e+00  0.207971752  9.137509e+00  9.428477e+00
  y_rep[971]     9.985003e+00  0.188006589  9.605204e+00  9.893148e+00
  y_rep[972]     1.005422e+01  0.238222135  9.651596e+00  9.955560e+00
  y_rep[973]     1.038267e+01  0.210605877  1.002921e+01  1.028519e+01
  y_rep[974]     1.046245e+01  0.223246245  1.007763e+01  1.037020e+01
  y_rep[975]     1.050944e+01  0.209565525  1.011223e+01  1.041980e+01
  y_rep[976]     1.046156e+01  0.219546624  1.005612e+01  1.037962e+01
  y_rep[977]     1.043373e+01  0.194919500  1.005297e+01  1.034358e+01
  y_rep[978]     1.039693e+01  0.197740413  1.001210e+01  1.030478e+01
  y_rep[979]     1.104239e+01  0.187327118  1.068070e+01  1.095390e+01
  y_rep[980]     1.103793e+01  0.219651341  1.063432e+01  1.094904e+01
  y_rep[981]     1.108308e+01  0.233334319  1.068161e+01  1.099081e+01
  y_rep[982]     1.137871e+01  0.236856570  1.095241e+01  1.128495e+01
  y_rep[983]     1.153762e+01  0.197375772  1.114814e+01  1.144890e+01
  y_rep[984]     1.149783e+01  0.203723914  1.110397e+01  1.140197e+01
  y_rep[985]     1.176931e+01  0.303911933  1.140270e+01  1.168420e+01
  y_rep[986]     1.169711e+01  0.223900644  1.127461e+01  1.160841e+01
  y_rep[987]     1.166175e+01  0.211772357  1.127299e+01  1.157261e+01
  y_rep[988]     1.163169e+01  0.194335533  1.126923e+01  1.154503e+01
  y_rep[989]     1.216065e+01  0.209818587  1.174182e+01  1.206837e+01
  y_rep[990]     1.280100e+01  0.222098184  1.238434e+01  1.271649e+01
  y_rep[991]     1.282941e+01  0.208493335  1.241245e+01  1.273736e+01
  y_rep[992]     1.272677e+01  0.276367868  1.232475e+01  1.262973e+01
  y_rep[993]     1.261987e+01  0.268166822  1.221230e+01  1.253213e+01
  y_rep[994]     1.265331e+01  0.229276538  1.224578e+01  1.256764e+01
  y_rep[995]     1.260194e+01  0.201562189  1.222432e+01  1.251220e+01
  y_rep[996]     1.235823e+01  0.228534344  1.197498e+01  1.226616e+01
  y_rep[997]     1.242155e+01  0.200437277  1.204617e+01  1.233237e+01
  y_rep[998]     1.214151e+01  0.263658790  1.174204e+01  1.205727e+01
  y_rep[999]     1.210150e+01  0.194548970  1.171735e+01  1.200954e+01
  y_rep[1000]    1.227862e+01  0.205991733  1.189357e+01  1.218772e+01
  y_rep[1001]    1.225866e+01  0.221181073  1.189308e+01  1.216501e+01
  y_rep[1002]    1.184178e+01  0.208062935  1.146398e+01  1.174563e+01
  y_rep[1003]    1.225040e+01  0.229930380  1.183315e+01  1.216740e+01
  y_rep[1004]    1.202574e+01  0.212135887  1.163323e+01  1.193719e+01
  y_rep[1005]    1.172760e+01  0.224282374  1.131817e+01  1.163631e+01
  y_rep[1006]    1.173680e+01  0.404537960  1.130130e+01  1.163872e+01
  y_rep[1007]    1.191816e+01  0.234850455  1.152444e+01  1.182731e+01
  y_rep[1008]    1.162413e+01  0.243380970  1.126416e+01  1.152777e+01
  y_rep[1009]    1.157270e+01  0.216730652  1.113970e+01  1.148554e+01
  y_rep[1010]    1.146369e+01  0.203100467  1.113398e+01  1.137652e+01
  y_rep[1011]    1.129722e+01  0.195212554  1.091639e+01  1.120485e+01
  y_rep[1012]    1.055567e+01  0.249845811  1.017573e+01  1.045462e+01
  y_rep[1013]    1.037746e+01  0.186580782  9.985365e+00  1.029134e+01
  y_rep[1014]    1.042671e+01  0.218801999  1.000762e+01  1.034035e+01
  y_rep[1015]    1.034745e+01  0.207844638  9.953366e+00  1.026259e+01
  y_rep[1016]    1.027527e+01  0.216232911  9.914255e+00  1.017935e+01
  y_rep[1017]    1.020598e+01  0.199348664  9.841830e+00  1.010995e+01
  y_rep[1018]    1.028102e+01  0.227583766  9.899782e+00  1.018130e+01
  y_rep[1019]    1.052984e+01  0.197032724  1.012660e+01  1.043309e+01
  y_rep[1020]    1.077522e+01  0.207090525  1.036073e+01  1.068617e+01
  y_rep[1021]    1.110548e+01  0.228174799  1.071357e+01  1.100417e+01
  y_rep[1022]    1.107952e+01  0.207868262  1.067436e+01  1.098900e+01
  y_rep[1023]    1.073171e+01  0.198052800  1.032144e+01  1.064011e+01
  y_rep[1024]    1.079550e+01  0.218763444  1.038565e+01  1.070814e+01
  y_rep[1025]    1.131769e+01  0.437882735  1.090567e+01  1.121335e+01
  y_rep[1026]    1.070604e+01  0.225657977  1.031689e+01  1.061628e+01
  y_rep[1027]    1.070230e+01  0.222369095  1.030175e+01  1.061735e+01
  y_rep[1028]    1.052176e+01  0.344064738  1.008712e+01  1.041866e+01
  y_rep[1029]    1.067167e+01  0.214118735  1.026811e+01  1.057542e+01
  y_rep[1030]    1.057660e+01  0.220462229  1.020279e+01  1.047834e+01
  y_rep[1031]    1.047840e+01  0.211922011  1.006978e+01  1.039544e+01
  y_rep[1032]    1.057324e+01  0.209726047  1.019577e+01  1.048991e+01
  y_rep[1033]    1.069401e+01  0.242475160  1.024449e+01  1.059932e+01
  y_rep[1034]    1.077668e+01  0.224433202  1.031982e+01  1.068095e+01
  y_rep[1035]    1.072170e+01  0.206196067  1.034653e+01  1.063521e+01
  y_rep[1036]    1.065003e+01  0.209155782  1.024742e+01  1.056012e+01
  y_rep[1037]    1.086355e+01  0.233069148  1.050104e+01  1.077750e+01
  y_rep[1038]    1.129794e+01  0.229569536  1.089721e+01  1.120464e+01
  y_rep[1039]    1.146543e+01  0.235124330  1.104664e+01  1.136620e+01
  y_rep[1040]    1.144367e+01  0.237043284  1.099119e+01  1.135136e+01
  y_rep[1041]    1.132430e+01  0.226982823  1.089492e+01  1.123459e+01
  y_rep[1042]    1.092664e+01  0.188004653  1.057811e+01  1.083929e+01
  y_rep[1043]    1.088923e+01  0.229496272  1.049436e+01  1.080427e+01
  y_rep[1044]    1.073630e+01  0.216917578  1.030693e+01  1.065238e+01
  y_rep[1045]    1.096641e+01  0.256436809  1.052585e+01  1.088096e+01
  y_rep[1046]    1.081680e+01  0.236644542  1.041836e+01  1.072522e+01
  y_rep[1047]    1.070492e+01  0.236623679  1.031176e+01  1.060303e+01
  y_rep[1048]    1.068220e+01  0.211809435  1.032580e+01  1.058562e+01
  y_rep[1049]    1.058473e+01  0.241326143  1.022995e+01  1.049796e+01
  y_rep[1050]    1.058767e+01  0.226590063  1.017541e+01  1.049777e+01
  y_rep[1051]    1.081467e+01  0.214256604  1.039125e+01  1.072040e+01
  y_rep[1052]    1.057424e+01  0.216153828  1.017760e+01  1.048449e+01
  y_rep[1053]    1.023237e+01  0.230326193  9.848512e+00  1.013310e+01
  y_rep[1054]    1.016319e+01  0.242439277  9.717813e+00  1.006625e+01
  y_rep[1055]    1.013184e+01  0.194908666  9.744940e+00  1.004183e+01
  y_rep[1056]    9.862912e+00  0.221939581  9.383338e+00  9.777061e+00
  y_rep[1057]    1.007220e+01  0.202481554  9.652297e+00  9.981610e+00
  y_rep[1058]    1.005585e+01  0.190726043  9.673541e+00  9.961887e+00
  y_rep[1059]    9.727249e+00  0.244101914  9.329285e+00  9.642557e+00
  y_rep[1060]    9.401668e+00  0.206604273  9.016084e+00  9.307298e+00
  y_rep[1061]    8.775012e+00  0.212742179  8.339137e+00  8.693768e+00
  y_rep[1062]    8.604970e+00  0.356015747  8.221895e+00  8.523011e+00
  y_rep[1063]    8.887583e+00  0.243131408  8.487462e+00  8.797454e+00
  y_rep[1064]    9.219849e+00  0.265628223  8.831961e+00  9.138284e+00
  y_rep[1065]    9.174307e+00  0.193461688  8.790800e+00  9.091171e+00
  y_rep[1066]    8.729157e+00  0.238679296  8.318760e+00  8.634851e+00
  y_rep[1067]    8.709808e+00  0.232959434  8.310432e+00  8.626097e+00
  y_rep[1068]    9.450125e+00  0.226784252  9.074712e+00  9.362748e+00
  y_rep[1069]    9.435351e+00  0.196198935  9.064275e+00  9.346428e+00
  y_rep[1070]    9.529744e+00  0.198593506  9.112547e+00  9.441684e+00
  y_rep[1071]    9.429100e+00  0.206478234  9.012815e+00  9.333071e+00
  y_rep[1072]    8.968944e+00  0.208678172  8.613288e+00  8.877358e+00
  y_rep[1073]    8.773849e+00  0.293429009  8.382221e+00  8.688866e+00
  y_rep[1074]    8.959337e+00  0.249468967  8.489860e+00  8.871197e+00
  y_rep[1075]    9.082024e+00  0.230101102  8.663958e+00  8.984156e+00
  y_rep[1076]    9.464925e+00  0.195660727  9.067583e+00  9.381859e+00
  y_rep[1077]    9.315211e+00  0.217762771  8.843875e+00  9.232405e+00
  y_rep[1078]    9.068347e+00  0.217893102  8.670200e+00  8.977812e+00
  y_rep[1079]    8.984836e+00  0.250350358  8.583437e+00  8.887305e+00
  y_rep[1080]    8.642433e+00  0.222496744  8.266815e+00  8.545414e+00
  y_rep[1081]    8.874632e+00  0.296829746  8.493379e+00  8.783458e+00
  y_rep[1082]    8.875303e+00  0.188723377  8.504078e+00  8.783243e+00
  y_rep[1083]    9.099158e+00  0.210422260  8.694855e+00  9.014284e+00
  y_rep[1084]    9.111200e+00  0.204122528  8.730337e+00  9.020564e+00
  y_rep[1085]    8.921713e+00  0.216295628  8.467062e+00  8.831877e+00
  y_rep[1086]    8.853589e+00  0.212781476  8.433248e+00  8.766902e+00
  y_rep[1087]    8.686142e+00  0.247408652  8.282473e+00  8.595099e+00
  y_rep[1088]    8.555164e+00  0.209175647  8.193708e+00  8.465936e+00
  y_rep[1089]    8.680109e+00  0.217069316  8.254167e+00  8.593079e+00
  y_rep[1090]    8.470455e+00  0.218269030  8.079677e+00  8.384085e+00
  y_rep[1091]    8.055456e+00  0.195780646  7.703531e+00  7.964912e+00
  y_rep[1092]    7.772402e+00  0.242734934  7.385299e+00  7.682320e+00
  y_rep[1093]    7.856885e+00  0.211356427  7.421700e+00  7.776133e+00
  y_rep[1094]    7.797574e+00  0.200316783  7.429004e+00  7.706612e+00
  y_rep[1095]    8.851150e+00  0.270715884  8.459536e+00  8.767268e+00
  y_rep[1096]    8.991828e+00  0.211737655  8.574128e+00  8.902926e+00
  y_rep[1097]    9.034990e+00  0.248347180  8.638685e+00  8.949932e+00
  y_rep[1098]    8.897522e+00  0.209233947  8.540732e+00  8.805307e+00
  y_rep[1099]    8.878433e+00  0.207839935  8.509034e+00  8.784598e+00
  y_rep[1100]    8.767923e+00  0.225087700  8.371349e+00  8.677748e+00
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  y_rep[1102]    8.754739e+00  0.213824189  8.353468e+00  8.669673e+00
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  log_lik[1365] -1.870707e+00  0.066832595 -2.002489e+00 -1.914970e+00
  log_lik[1366]  1.137341e+00  0.029527301  1.080655e+00  1.116663e+00
  log_lik[1367]  9.417685e-01  0.046077129  8.492414e-01  9.126214e-01
  log_lik[1368]  9.493595e-01  0.040678971  8.692907e-01  9.224112e-01
  log_lik[1369]  1.090371e+00  0.032743269  1.027904e+00  1.068220e+00
  log_lik[1370]  7.622285e-01  0.064605229  6.280366e-01  7.211134e-01
  log_lik[1371] -4.796046e-01  0.076412597 -6.259296e-01 -5.334088e-01
  log_lik[1372]  9.863337e-01  0.043025123  9.001262e-01  9.588112e-01
  log_lik[1373] -1.929738e-01  0.076667043 -3.443642e-01 -2.436039e-01
  log_lik[1374]  1.128333e+00  0.030403351  1.068891e+00  1.107547e+00
  log_lik[1375]  7.399437e-01  0.047767214  6.445952e-01  7.082847e-01
  log_lik[1376]  7.807320e-01  0.050954921  6.765453e-01  7.482346e-01
  log_lik[1377]  9.638899e-01  0.039837455  8.880104e-01  9.367463e-01
  log_lik[1378]  7.744241e-01  0.051885827  6.681944e-01  7.415672e-01
  log_lik[1379]  1.135786e+00  0.029612388  1.076248e+00  1.115060e+00
  log_lik[1380]  9.445057e-01  0.051863887  8.378771e-01  9.107090e-01
  log_lik[1381]  4.659732e-01  0.069385556  3.264610e-01  4.215546e-01
  log_lik[1382]  1.835745e-01  0.063742012  5.555245e-02  1.414168e-01
  log_lik[1383]  8.735759e-01  0.055895726  7.575858e-01  8.367561e-01
  log_lik[1384]  1.132916e+00  0.029632515  1.073175e+00  1.112712e+00
  log_lik[1385]  1.062892e+00  0.038282184  9.858287e-01  1.037400e+00
  log_lik[1386]  4.076807e-01  0.053999783  3.045133e-01  3.713134e-01
  log_lik[1387]  1.010229e+00  0.035984963  9.389332e-01  9.867335e-01
  log_lik[1388]  1.081335e+00  0.032139385  1.017731e+00  1.059501e+00
  log_lik[1389]  1.004406e+00  0.044224413  9.174832e-01  9.752432e-01
  log_lik[1390]  1.122291e+00  0.030432867  1.059744e+00  1.101149e+00
  log_lik[1391]  1.114831e+00  0.031443077  1.054928e+00  1.093844e+00
  log_lik[1392]  1.112746e+00  0.030464257  1.050348e+00  1.092375e+00
  log_lik[1393]  1.131834e+00  0.030112786  1.073380e+00  1.111426e+00
  log_lik[1394]  5.173646e-01  0.062583196  3.875189e-01  4.770363e-01
  log_lik[1395]  7.795000e-01  0.048732652  6.811791e-01  7.486755e-01
  log_lik[1396] -2.000741e-01  0.084938714 -3.755547e-01 -2.539816e-01
  log_lik[1397] -9.842319e-02  0.072260175 -2.381179e-01 -1.462405e-01
  log_lik[1398] -4.661148e-01  0.065267740 -5.881165e-01 -5.127532e-01
  log_lik[1399] -1.821082e+00  0.100704961 -2.014775e+00 -1.888890e+00
  log_lik[1400]  7.316554e-01  0.051984212  6.330517e-01  6.956790e-01
  log_lik[1401] -9.193988e-01  0.075054916 -1.063006e+00 -9.693838e-01
  log_lik[1402]  9.544256e-01  0.047424173  8.610728e-01  9.225087e-01
  log_lik[1403] -1.965434e-01  0.056049785 -3.023648e-01 -2.330133e-01
  log_lik[1404]  8.171164e-01  0.042265280  7.340894e-01  7.887017e-01
  log_lik[1405]  1.123902e+00  0.030365165  1.066805e+00  1.102268e+00
  log_lik[1406]  9.734745e-01  0.041945370  8.922855e-01  9.456920e-01
  log_lik[1407]  8.435581e-01  0.039924244  7.644046e-01  8.157443e-01
  log_lik[1408]  1.136985e+00  0.029442492  1.081209e+00  1.116486e+00
  log_lik[1409]  1.072223e+00  0.035051763  1.002631e+00  1.049081e+00
  log_lik[1410] -1.833178e+00  0.072270976 -1.976117e+00 -1.882512e+00
  log_lik[1411]  1.135536e+00  0.029862312  1.078078e+00  1.115072e+00
  log_lik[1412] -9.822580e-02  0.074083052 -2.393061e-01 -1.490118e-01
  log_lik[1413] -1.092778e+00  0.057637002 -1.206097e+00 -1.132418e+00
  log_lik[1414]  6.004651e-02  0.167313274 -2.693507e-01 -5.339277e-02
  log_lik[1415] -3.570195e+00  0.121547528 -3.814160e+00 -3.647704e+00
  log_lik[1416] -7.175024e-01  0.071634100 -8.557781e-01 -7.662023e-01
  log_lik[1417] -3.133373e-01  0.060434911 -4.345114e-01 -3.533620e-01
  log_lik[1418]  8.414843e-01  0.071699075  6.976949e-01  7.933604e-01
  log_lik[1419] -2.415202e+00  0.111549064 -2.636898e+00 -2.487027e+00
  log_lik[1420]  1.105548e+00  0.040342040  1.019839e+00  1.081232e+00
  log_lik[1421] -5.322809e-01  0.065864847 -6.615168e-01 -5.760394e-01
  log_lik[1422]  5.987147e-01  0.070567320  4.651895e-01  5.487634e-01
  log_lik[1423] -7.998280e-01  0.084088393 -9.638695e-01 -8.579473e-01
  log_lik[1424] -6.622638e+00  0.253120099 -7.154340e+00 -6.780004e+00
  log_lik[1425] -3.972898e+00  0.167332293 -4.325157e+00 -4.077597e+00
  log_lik[1426] -3.000037e-01  0.105489312 -5.027165e-01 -3.758949e-01
  log_lik[1427]  7.667485e-01  0.215012472  2.878568e-01  6.264830e-01
  log_lik[1428] -9.994588e-01  0.200529244 -1.389983e+00 -1.138262e+00
  log_lik[1429]  7.558410e-01  0.090628202  5.713415e-01  6.968306e-01
  log_lik[1430]  7.076993e-01  0.072082069  5.635350e-01  6.573561e-01
  log_lik[1431] -1.521658e-01  0.147368643 -4.332157e-01 -2.575679e-01
  log_lik[1432]  6.414232e-01  0.162920437  3.074328e-01  5.369593e-01
  log_lik[1433] -2.505845e+00  0.139256937 -2.786223e+00 -2.595824e+00
  log_lik[1434]  1.052574e+00  0.046354765  9.562987e-01  1.022883e+00
  log_lik[1435]  2.946413e-01  0.112080817  6.394179e-02  2.198857e-01
  log_lik[1436]  8.855062e-01  0.086392047  7.006780e-01  8.304887e-01
  log_lik[1437]  1.064325e+00  0.044255661  9.728341e-01  1.035068e+00
  log_lik[1438] -4.985577e-01  0.159250087 -8.009619e-01 -6.111220e-01
  log_lik[1439] -1.164659e-01  0.105751355 -3.195591e-01 -1.921033e-01
  log_lik[1440]  4.782937e-01  0.082742115  3.116174e-01  4.214939e-01
  log_lik[1441]  9.216518e-01  0.067761322  7.753028e-01  8.799338e-01
  log_lik[1442]  1.085499e+00  0.051869223  9.649868e-01  1.054280e+00
  log_lik[1443]  6.581074e-01  0.077887247  5.035496e-01  6.038300e-01
  log_lik[1444]  2.289997e-01  0.132996707 -3.526605e-02  1.382438e-01
  log_lik[1445] -5.534423e-01  0.122647979 -7.876687e-01 -6.345831e-01
  log_lik[1446]  9.864604e-01  0.060326201  8.594856e-01  9.460508e-01
  log_lik[1447] -6.550362e-02  0.171871141 -4.005816e-01 -1.830399e-01
  log_lik[1448]  6.061740e-01  0.063564385  4.790825e-01  5.640968e-01
  log_lik[1449] -6.868534e-01  0.067827469 -8.222197e-01 -7.323364e-01
  log_lik[1450] -5.640652e+00  0.197395207 -6.042248e+00 -5.763755e+00
  log_lik[1451]  8.210538e-01  0.157408644  4.818154e-01  7.171296e-01
  log_lik[1452]  1.032438e+00  0.060006354  9.040257e-01  9.965589e-01
  log_lik[1453]  9.506531e-02  0.068230962 -4.123839e-02  4.888102e-02
  log_lik[1454]  4.036634e-01  0.096518449  2.083996e-01  3.370251e-01
  log_lik[1455] -1.073200e+00  0.139886343 -1.342775e+00 -1.170594e+00
  log_lik[1456]  1.070462e+00  0.043816743  9.824398e-01  1.042030e+00
  log_lik[1457]  3.933967e-01  0.128222094  1.411987e-01  3.033302e-01
  log_lik[1458]  3.836097e-01  0.076232714  2.299016e-01  3.305245e-01
  log_lik[1459]  7.570909e-01  0.101118145  5.504833e-01  6.929176e-01
  log_lik[1460] -4.166836e+00  0.128399277 -4.420271e+00 -4.249806e+00
  y_hat          1.230878e+01  0.311114089  1.193186e+01  1.221686e+01
  lp__           1.326138e+03  2.110988659  1.321108e+03  1.324962e+03
               stats
parameter                 50%           75%         97.5%
  alpha          1.230565e+01  1.230839e+01  1.231308e+01
  beta[1]        6.277649e-01  6.917448e-01  8.222246e-01
  beta[2]        6.547508e-01  7.324998e-01  8.643601e-01
  beta[3]        1.903509e+00  1.989087e+00  2.156150e+00
  beta_mu[1]    -3.942961e-02  1.091071e+01  3.087943e+01
  beta_mu[2]     3.868627e-01  1.073365e+01  3.360889e+01
  beta_mu[3]     1.928858e+00  1.286411e+01  3.404835e+01
  sigma          1.165017e-01  1.192300e-01  1.244269e-01
  nu             2.698420e+00  2.847691e+00  3.152837e+00
  mu[1]          1.651867e+01  1.652408e+01  1.653343e+01
  mu[2]          1.685677e+01  1.686253e+01  1.687329e+01
  mu[3]          1.641305e+01  1.641983e+01  1.643182e+01
  mu[4]          1.709930e+01  1.710566e+01  1.711618e+01
  mu[5]          1.715323e+01  1.716600e+01  1.718786e+01
  mu[6]          1.769538e+01  1.770274e+01  1.771634e+01
  mu[7]          1.735325e+01  1.736371e+01  1.738431e+01
  mu[8]          1.763673e+01  1.765159e+01  1.767969e+01
  mu[9]          1.735334e+01  1.735944e+01  1.737013e+01
  mu[10]         1.780565e+01  1.781248e+01  1.782405e+01
  mu[11]         1.801572e+01  1.802238e+01  1.803420e+01
  mu[12]         1.914892e+01  1.915726e+01  1.917090e+01
  mu[13]         1.895725e+01  1.896475e+01  1.897738e+01
  mu[14]         1.843141e+01  1.843836e+01  1.845069e+01
  mu[15]         1.750666e+01  1.752087e+01  1.754752e+01
  mu[16]         1.688534e+01  1.689123e+01  1.690152e+01
  mu[17]         1.720138e+01  1.721137e+01  1.722875e+01
  mu[18]         1.746858e+01  1.747588e+01  1.748747e+01
  mu[19]         1.720061e+01  1.720683e+01  1.721748e+01
  mu[20]         1.648354e+01  1.649063e+01  1.650301e+01
  mu[21]         1.624334e+01  1.624910e+01  1.625881e+01
  mu[22]         1.638837e+01  1.639365e+01  1.640294e+01
  mu[23]         1.634557e+01  1.635157e+01  1.636191e+01
  mu[24]         1.683980e+01  1.684555e+01  1.685511e+01
  mu[25]         1.693251e+01  1.693801e+01  1.694799e+01
  mu[26]         1.618973e+01  1.619675e+01  1.621011e+01
  mu[27]         1.606044e+01  1.606762e+01  1.608020e+01
  mu[28]         1.584686e+01  1.585551e+01  1.587239e+01
  mu[29]         1.543837e+01  1.544306e+01  1.545140e+01
  mu[30]         1.523858e+01  1.524451e+01  1.525490e+01
  mu[31]         1.531807e+01  1.532501e+01  1.533758e+01
  mu[32]         1.467645e+01  1.468281e+01  1.469420e+01
  mu[33]         1.415314e+01  1.415730e+01  1.416492e+01
  mu[34]         1.393638e+01  1.393990e+01  1.394619e+01
  mu[35]         1.322664e+01  1.323824e+01  1.326053e+01
  mu[36]         1.317225e+01  1.317654e+01  1.318447e+01
  mu[37]         1.361266e+01  1.361838e+01  1.362847e+01
  mu[38]         1.481147e+01  1.482631e+01  1.485122e+01
  mu[39]         1.522442e+01  1.522902e+01  1.523722e+01
  mu[40]         1.479120e+01  1.479621e+01  1.480554e+01
  mu[41]         1.468735e+01  1.469149e+01  1.469882e+01
  mu[42]         1.489611e+01  1.490124e+01  1.490943e+01
  mu[43]         1.475435e+01  1.475846e+01  1.476556e+01
  mu[44]         1.522788e+01  1.523398e+01  1.524585e+01
  mu[45]         1.463190e+01  1.463665e+01  1.464541e+01
  mu[46]         1.376842e+01  1.377395e+01  1.378434e+01
  mu[47]         1.360742e+01  1.361316e+01  1.362353e+01
  mu[48]         1.380741e+01  1.381235e+01  1.382024e+01
  mu[49]         1.450055e+01  1.450707e+01  1.451910e+01
  mu[50]         1.493866e+01  1.494518e+01  1.495668e+01
  mu[51]         1.501387e+01  1.502031e+01  1.503116e+01
  mu[52]         1.440393e+01  1.441005e+01  1.442133e+01
  mu[53]         1.424298e+01  1.424678e+01  1.425359e+01
  mu[54]         1.432379e+01  1.432812e+01  1.433493e+01
  mu[55]         1.423889e+01  1.424566e+01  1.425743e+01
  mu[56]         1.432689e+01  1.433099e+01  1.433759e+01
  mu[57]         1.450430e+01  1.451062e+01  1.452102e+01
  mu[58]         1.471745e+01  1.472153e+01  1.472841e+01
  mu[59]         1.412166e+01  1.412592e+01  1.413338e+01
  mu[60]         1.394890e+01  1.395252e+01  1.395926e+01
  mu[61]         1.308033e+01  1.309315e+01  1.311775e+01
  mu[62]         1.304019e+01  1.304397e+01  1.305057e+01
  mu[63]         1.416568e+01  1.416998e+01  1.417724e+01
  mu[64]         1.397983e+01  1.398370e+01  1.399012e+01
  mu[65]         1.357676e+01  1.358122e+01  1.358943e+01
  mu[66]         1.328410e+01  1.328744e+01  1.329363e+01
  mu[67]         1.338872e+01  1.339230e+01  1.339883e+01
  mu[68]         1.355947e+01  1.356336e+01  1.357052e+01
  mu[69]         1.387663e+01  1.388244e+01  1.389352e+01
  mu[70]         1.402853e+01  1.403345e+01  1.404154e+01
  mu[71]         1.381946e+01  1.382468e+01  1.383353e+01
  mu[72]         1.289539e+01  1.290208e+01  1.291422e+01
  mu[73]         1.234786e+01  1.235096e+01  1.235638e+01
  mu[74]         1.226377e+01  1.226643e+01  1.227165e+01
  mu[75]         1.219240e+01  1.219579e+01  1.220145e+01
  mu[76]         1.292969e+01  1.293429e+01  1.294260e+01
  mu[77]         1.295680e+01  1.295975e+01  1.296533e+01
  mu[78]         1.285682e+01  1.286026e+01  1.286574e+01
  mu[79]         1.240238e+01  1.240574e+01  1.241213e+01
  mu[80]         1.238523e+01  1.238977e+01  1.239900e+01
  mu[81]         1.234188e+01  1.234499e+01  1.235038e+01
  mu[82]         1.249783e+01  1.250063e+01  1.250594e+01
  mu[83]         1.269179e+01  1.269512e+01  1.270150e+01
  mu[84]         1.295149e+01  1.295733e+01  1.296669e+01
  mu[85]         1.261385e+01  1.261719e+01  1.262321e+01
  mu[86]         1.209805e+01  1.210360e+01  1.211246e+01
  mu[87]         1.283765e+01  1.284363e+01  1.285381e+01
  mu[88]         1.312199e+01  1.312555e+01  1.313144e+01
  mu[89]         1.307780e+01  1.308221e+01  1.309034e+01
  mu[90]         1.379821e+01  1.380478e+01  1.381685e+01
  mu[91]         1.380766e+01  1.381141e+01  1.381792e+01
  mu[92]         1.345740e+01  1.346045e+01  1.346621e+01
  mu[93]         1.314275e+01  1.314569e+01  1.315112e+01
  mu[94]         1.338140e+01  1.338541e+01  1.339198e+01
  mu[95]         1.338612e+01  1.339012e+01  1.339755e+01
  mu[96]         1.359325e+01  1.359762e+01  1.360572e+01
  mu[97]         1.374503e+01  1.374888e+01  1.375560e+01
  mu[98]         1.349613e+01  1.350030e+01  1.350791e+01
  mu[99]         1.302834e+01  1.303174e+01  1.303806e+01
  mu[100]        1.280819e+01  1.281134e+01  1.281678e+01
  mu[101]        1.278196e+01  1.278821e+01  1.279907e+01
  mu[102]        1.318839e+01  1.319265e+01  1.320044e+01
  mu[103]        1.414606e+01  1.414978e+01  1.415683e+01
  mu[104]        1.369878e+01  1.370649e+01  1.372105e+01
  mu[105]        1.346588e+01  1.347046e+01  1.347885e+01
  mu[106]        1.337014e+01  1.337395e+01  1.338057e+01
  mu[107]        1.288240e+01  1.288541e+01  1.289098e+01
  mu[108]        1.294500e+01  1.294898e+01  1.295596e+01
  mu[109]        1.348026e+01  1.348475e+01  1.349279e+01
  mu[110]        1.341078e+01  1.341591e+01  1.342517e+01
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  mu[1337]       9.916939e+00  9.921261e+00  9.929120e+00
  mu[1338]       9.632479e+00  9.636867e+00  9.644605e+00
  mu[1339]       9.624445e+00  9.628756e+00  9.636168e+00
  mu[1340]       9.690182e+00  9.694203e+00  9.702759e+00
  mu[1341]       9.733191e+00  9.736785e+00  9.743294e+00
  mu[1342]       9.910243e+00  9.919829e+00  9.939795e+00
  mu[1343]       9.890774e+00  9.896133e+00  9.906302e+00
  mu[1344]       9.937453e+00  9.943048e+00  9.952516e+00
  mu[1345]       9.759660e+00  9.762746e+00  9.768682e+00
  mu[1346]       9.794692e+00  9.798528e+00  9.805599e+00
  mu[1347]       9.665165e+00  9.668651e+00  9.674664e+00
  mu[1348]       9.614013e+00  9.617383e+00  9.623795e+00
  mu[1349]       9.507672e+00  9.511762e+00  9.520252e+00
  mu[1350]       9.691778e+00  9.694802e+00  9.700694e+00
  mu[1351]       9.758399e+00  9.761396e+00  9.767292e+00
  mu[1352]       9.711578e+00  9.714814e+00  9.720846e+00
  mu[1353]       9.974022e+00  9.978308e+00  9.986422e+00
  mu[1354]       9.864983e+00  9.868376e+00  9.874673e+00
  mu[1355]       9.725086e+00  9.730745e+00  9.741099e+00
  mu[1356]       9.754193e+00  9.757495e+00  9.763283e+00
  mu[1357]       9.902676e+00  9.906282e+00  9.913517e+00
  mu[1358]       9.824704e+00  9.827985e+00  9.834009e+00
  mu[1359]       9.373304e+00  9.377224e+00  9.385095e+00
  mu[1360]       9.229796e+00  9.233616e+00  9.240643e+00
  mu[1361]       8.769235e+00  8.772692e+00  8.779777e+00
  mu[1362]       8.681869e+00  8.686131e+00  8.694119e+00
  mu[1363]       8.727253e+00  8.731590e+00  8.740309e+00
  mu[1364]       8.495313e+00  8.500597e+00  8.510207e+00
  mu[1365]       8.540962e+00  8.544906e+00  8.552170e+00
  mu[1366]       8.061770e+00  8.066023e+00  8.074328e+00
  mu[1367]       8.170847e+00  8.175940e+00  8.185330e+00
  mu[1368]       7.888992e+00  7.893379e+00  7.901910e+00
  mu[1369]       7.926018e+00  7.930302e+00  7.938323e+00
  mu[1370]       7.722222e+00  7.727950e+00  7.739276e+00
  mu[1371]       7.542474e+00  7.547097e+00  7.556209e+00
  mu[1372]       8.021053e+00  8.026250e+00  8.035489e+00
  mu[1373]       8.297677e+00  8.302170e+00  8.311499e+00
  mu[1374]       7.995066e+00  7.999574e+00  8.008374e+00
  mu[1375]       7.882035e+00  7.886244e+00  7.894226e+00
  mu[1376]       7.771471e+00  7.775963e+00  7.784799e+00
  mu[1377]       7.670629e+00  7.674986e+00  7.683415e+00
  mu[1378]       7.760025e+00  7.764738e+00  7.773525e+00
  mu[1379]       7.809350e+00  7.813912e+00  7.822244e+00
  mu[1380]       7.479112e+00  7.484940e+00  7.496543e+00
  mu[1381]       7.836466e+00  7.841679e+00  7.851728e+00
  mu[1382]       8.132726e+00  8.137015e+00  8.145019e+00
  mu[1383]       8.015886e+00  8.021315e+00  8.032298e+00
  mu[1384]       8.463917e+00  8.468208e+00  8.475877e+00
  mu[1385]       8.630628e+00  8.635844e+00  8.644953e+00
  mu[1386]       8.433521e+00  8.437520e+00  8.445173e+00
  mu[1387]       8.491739e+00  8.495813e+00  8.503492e+00
  mu[1388]       8.417466e+00  8.421523e+00  8.429671e+00
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  mu[1390]       8.374502e+00  8.378687e+00  8.386536e+00
  mu[1391]       8.349099e+00  8.353364e+00  8.361266e+00
  mu[1392]       8.251676e+00  8.255628e+00  8.263090e+00
  mu[1393]       8.241364e+00  8.246797e+00  8.257691e+00
  mu[1394]       8.123054e+00  8.127838e+00  8.136955e+00
  mu[1395]       7.851345e+00  7.855718e+00  7.864433e+00
  mu[1396]       8.242356e+00  8.247800e+00  8.258718e+00
  mu[1397]       8.114653e+00  8.119128e+00  8.127465e+00
  mu[1398]       8.781105e+00  8.784803e+00  8.792169e+00
  mu[1399]       9.803816e+00  9.811531e+00  9.824903e+00
  mu[1400]       9.356156e+00  9.360580e+00  9.368682e+00
  mu[1401]       9.564445e+00  9.568851e+00  9.577243e+00
  mu[1402]       9.826023e+00  9.831356e+00  9.840729e+00
  mu[1403]       1.000066e+01  1.000384e+01  1.000936e+01
  mu[1404]       9.883615e+00  9.887518e+00  9.894506e+00
  mu[1405]       9.765460e+00  9.770239e+00  9.778399e+00
  mu[1406]       9.789446e+00  9.793849e+00  9.803152e+00
  mu[1407]       9.657339e+00  9.660939e+00  9.667855e+00
  mu[1408]       9.756429e+00  9.761867e+00  9.771168e+00
  mu[1409]       1.002061e+01  1.002502e+01  1.003408e+01
  mu[1410]       9.964261e+00  9.968787e+00  9.977039e+00
  mu[1411]       1.021881e+01  1.022551e+01  1.023634e+01
  mu[1412]       1.011310e+01  1.011799e+01  1.012639e+01
  mu[1413]       1.021196e+01  1.021498e+01  1.022066e+01
  mu[1414]       1.090311e+01  1.091514e+01  1.093759e+01
  mu[1415]       1.359418e+01  1.360356e+01  1.362067e+01
  mu[1416]       1.328574e+01  1.329032e+01  1.329883e+01
  mu[1417]       1.364950e+01  1.365334e+01  1.365917e+01
  mu[1418]       1.376409e+01  1.377105e+01  1.378348e+01
  mu[1419]       1.399639e+01  1.400576e+01  1.402269e+01
  mu[1420]       1.473693e+01  1.474490e+01  1.475988e+01
  mu[1421]       1.462782e+01  1.463148e+01  1.463812e+01
  mu[1422]       1.450939e+01  1.451521e+01  1.452497e+01
  mu[1423]       1.506177e+01  1.506714e+01  1.507719e+01
  mu[1424]       1.849481e+01  1.851429e+01  1.854681e+01
  mu[1425]       1.794733e+01  1.796488e+01  1.799763e+01
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  mu[1428]       1.803393e+01  1.804947e+01  1.807759e+01
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  mu[1432]       1.851294e+01  1.852612e+01  1.855299e+01
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  y_rep[111]     1.285714e+01  1.294586e+01  1.324098e+01
  y_rep[112]     1.279289e+01  1.288462e+01  1.316480e+01
  y_rep[113]     1.187671e+01  1.197109e+01  1.222630e+01
  y_rep[114]     1.138422e+01  1.147876e+01  1.186562e+01
  y_rep[115]     1.157517e+01  1.167223e+01  1.199174e+01
  y_rep[116]     1.209560e+01  1.218433e+01  1.245357e+01
  y_rep[117]     1.208138e+01  1.217714e+01  1.247921e+01
  y_rep[118]     1.167047e+01  1.175631e+01  1.202185e+01
  y_rep[119]     1.154754e+01  1.164012e+01  1.197528e+01
  y_rep[120]     1.119667e+01  1.128116e+01  1.157527e+01
  y_rep[121]     1.117302e+01  1.126190e+01  1.154438e+01
  y_rep[122]     1.161549e+01  1.170785e+01  1.201835e+01
  y_rep[123]     1.198282e+01  1.207528e+01  1.238063e+01
  y_rep[124]     1.208590e+01  1.217670e+01  1.246207e+01
  y_rep[125]     1.197564e+01  1.206526e+01  1.236535e+01
  y_rep[126]     1.147149e+01  1.156630e+01  1.182563e+01
  y_rep[127]     1.111295e+01  1.120822e+01  1.152259e+01
  y_rep[128]     1.123060e+01  1.133221e+01  1.162496e+01
  y_rep[129]     1.129550e+01  1.137577e+01  1.167529e+01
  y_rep[130]     1.147855e+01  1.156777e+01  1.187594e+01
  y_rep[131]     1.143694e+01  1.152360e+01  1.179455e+01
  y_rep[132]     1.086467e+01  1.095802e+01  1.127682e+01
  y_rep[133]     1.056481e+01  1.065850e+01  1.100144e+01
  y_rep[134]     1.069615e+01  1.078335e+01  1.110696e+01
  y_rep[135]     1.090864e+01  1.099408e+01  1.129470e+01
  y_rep[136]     1.077962e+01  1.086346e+01  1.111020e+01
  y_rep[137]     1.153760e+01  1.162146e+01  1.192492e+01
  y_rep[138]     1.150452e+01  1.159875e+01  1.193587e+01
  y_rep[139]     1.108070e+01  1.116663e+01  1.148250e+01
  y_rep[140]     1.081021e+01  1.090373e+01  1.116770e+01
  y_rep[141]     1.164557e+01  1.173691e+01  1.200885e+01
  y_rep[142]     1.124118e+01  1.132889e+01  1.163745e+01
  y_rep[143]     1.135902e+01  1.144963e+01  1.170742e+01
  y_rep[144]     1.129428e+01  1.138654e+01  1.167806e+01
  y_rep[145]     1.052615e+01  1.061752e+01  1.092088e+01
  y_rep[146]     1.024799e+01  1.033685e+01  1.067018e+01
  y_rep[147]     1.028605e+01  1.037125e+01  1.065712e+01
  y_rep[148]     1.064840e+01  1.074587e+01  1.101215e+01
  y_rep[149]     1.057895e+01  1.066635e+01  1.094398e+01
  y_rep[150]     1.085401e+01  1.093937e+01  1.127439e+01
  y_rep[151]     1.070945e+01  1.079963e+01  1.111545e+01
  y_rep[152]     1.065637e+01  1.075096e+01  1.106916e+01
  y_rep[153]     1.019121e+01  1.027353e+01  1.062262e+01
  y_rep[154]     1.002875e+01  1.011627e+01  1.038785e+01
  y_rep[155]     1.019423e+01  1.028748e+01  1.057068e+01
  y_rep[156]     1.090572e+01  1.100579e+01  1.135800e+01
  y_rep[157]     1.118269e+01  1.127302e+01  1.155621e+01
  y_rep[158]     1.132518e+01  1.141915e+01  1.173487e+01
  y_rep[159]     1.117842e+01  1.126812e+01  1.159051e+01
  y_rep[160]     1.044837e+01  1.054787e+01  1.085282e+01
  y_rep[161]     1.027770e+01  1.037327e+01  1.066967e+01
  y_rep[162]     1.077759e+01  1.086784e+01  1.117941e+01
  y_rep[163]     1.089441e+01  1.099371e+01  1.131672e+01
  y_rep[164]     1.084330e+01  1.093344e+01  1.119530e+01
  y_rep[165]     1.080240e+01  1.088892e+01  1.119907e+01
  y_rep[166]     1.092945e+01  1.101525e+01  1.127598e+01
  y_rep[167]     1.072513e+01  1.082177e+01  1.111937e+01
  y_rep[168]     1.062202e+01  1.071003e+01  1.097432e+01
  y_rep[169]     1.329268e+01  1.338975e+01  1.367228e+01
  y_rep[170]     1.747927e+01  1.759224e+01  1.789761e+01
  y_rep[171]     1.648706e+01  1.658565e+01  1.691965e+01
  y_rep[172]     1.667201e+01  1.676086e+01  1.707301e+01
  y_rep[173]     1.692541e+01  1.701174e+01  1.731741e+01
  y_rep[174]     1.699765e+01  1.708931e+01  1.739474e+01
  y_rep[175]     1.758159e+01  1.767378e+01  1.798793e+01
  y_rep[176]     1.787143e+01  1.796359e+01  1.822204e+01
  y_rep[177]     1.723140e+01  1.732428e+01  1.760612e+01
  y_rep[178]     1.739943e+01  1.749033e+01  1.784526e+01
  y_rep[179]     1.761678e+01  1.771407e+01  1.802509e+01
  y_rep[180]     1.736771e+01  1.745797e+01  1.770014e+01
  y_rep[181]     1.719898e+01  1.729572e+01  1.759588e+01
  y_rep[182]     1.725618e+01  1.734670e+01  1.761623e+01
  y_rep[183]     1.688398e+01  1.697409e+01  1.723747e+01
  y_rep[184]     1.732897e+01  1.741954e+01  1.769343e+01
  y_rep[185]     1.751961e+01  1.759869e+01  1.794050e+01
  y_rep[186]     1.709325e+01  1.718296e+01  1.748459e+01
  y_rep[187]     1.712156e+01  1.721682e+01  1.754265e+01
  y_rep[188]     1.709270e+01  1.718249e+01  1.749212e+01
  y_rep[189]     1.754321e+01  1.763543e+01  1.791920e+01
  y_rep[190]     1.767381e+01  1.776077e+01  1.802332e+01
  y_rep[191]     1.870947e+01  1.879708e+01  1.913411e+01
  y_rep[192]     1.725778e+01  1.735732e+01  1.768619e+01
  y_rep[193]     1.433346e+01  1.442570e+01  1.471398e+01
  y_rep[194]     1.420341e+01  1.429759e+01  1.460044e+01
  y_rep[195]     1.381748e+01  1.390858e+01  1.424321e+01
  y_rep[196]     1.312844e+01  1.322157e+01  1.349109e+01
  y_rep[197]     1.291428e+01  1.300171e+01  1.331193e+01
  y_rep[198]     1.321754e+01  1.330549e+01  1.362379e+01
  y_rep[199]     1.394895e+01  1.404171e+01  1.433538e+01
  y_rep[200]     1.391549e+01  1.401162e+01  1.435383e+01
  y_rep[201]     1.362948e+01  1.371518e+01  1.400413e+01
  y_rep[202]     1.316661e+01  1.325568e+01  1.351844e+01
  y_rep[203]     1.304231e+01  1.312960e+01  1.342931e+01
  y_rep[204]     1.440934e+01  1.450332e+01  1.476203e+01
  y_rep[205]     1.553409e+01  1.562559e+01  1.593289e+01
  y_rep[206]     1.546382e+01  1.555733e+01  1.589640e+01
  y_rep[207]     1.514351e+01  1.522639e+01  1.552244e+01
  y_rep[208]     1.517285e+01  1.526555e+01  1.561428e+01
  y_rep[209]     1.474528e+01  1.483335e+01  1.510699e+01
  y_rep[210]     1.478892e+01  1.488537e+01  1.518042e+01
  y_rep[211]     1.482997e+01  1.492448e+01  1.520383e+01
  y_rep[212]     1.494064e+01  1.502695e+01  1.530048e+01
  y_rep[213]     1.445602e+01  1.454383e+01  1.481426e+01
  y_rep[214]     1.406660e+01  1.415360e+01  1.442850e+01
  y_rep[215]     1.364368e+01  1.373762e+01  1.403306e+01
  y_rep[216]     1.344064e+01  1.353523e+01  1.380690e+01
  y_rep[217]     1.355301e+01  1.364321e+01  1.396498e+01
  y_rep[218]     1.407831e+01  1.417417e+01  1.445361e+01
  y_rep[219]     1.435331e+01  1.444887e+01  1.472856e+01
  y_rep[220]     1.419683e+01  1.428272e+01  1.459300e+01
  y_rep[221]     1.374989e+01  1.384297e+01  1.415191e+01
  y_rep[222]     1.313615e+01  1.322395e+01  1.352945e+01
  y_rep[223]     1.317296e+01  1.325709e+01  1.357214e+01
  y_rep[224]     1.316905e+01  1.326520e+01  1.358476e+01
  y_rep[225]     1.360876e+01  1.369278e+01  1.396544e+01
  y_rep[226]     1.327926e+01  1.337616e+01  1.371181e+01
  y_rep[227]     1.270854e+01  1.280509e+01  1.314503e+01
  y_rep[228]     1.193977e+01  1.203735e+01  1.231736e+01
  y_rep[229]     1.172050e+01  1.181626e+01  1.213363e+01
  y_rep[230]     1.150185e+01  1.159624e+01  1.186103e+01
  y_rep[231]     1.164317e+01  1.173443e+01  1.197991e+01
  y_rep[232]     1.261542e+01  1.270482e+01  1.307097e+01
  y_rep[233]     1.260316e+01  1.269858e+01  1.299503e+01
  y_rep[234]     1.213776e+01  1.222847e+01  1.249147e+01
  y_rep[235]     1.235912e+01  1.245110e+01  1.276517e+01
  y_rep[236]     1.259543e+01  1.269097e+01  1.298327e+01
  y_rep[237]     1.265430e+01  1.274497e+01  1.305244e+01
  y_rep[238]     1.260925e+01  1.270414e+01  1.303525e+01
  y_rep[239]     1.347516e+01  1.356519e+01  1.385031e+01
  y_rep[240]     1.403811e+01  1.412533e+01  1.441781e+01
  y_rep[241]     1.352428e+01  1.361120e+01  1.390449e+01
  y_rep[242]     1.345372e+01  1.354647e+01  1.379106e+01
  y_rep[243]     1.351641e+01  1.361013e+01  1.393852e+01
  y_rep[244]     1.355486e+01  1.364516e+01  1.395204e+01
  y_rep[245]     1.386281e+01  1.394923e+01  1.427377e+01
  y_rep[246]     1.445234e+01  1.454290e+01  1.488161e+01
  y_rep[247]     1.406202e+01  1.414806e+01  1.442006e+01
  y_rep[248]     1.369224e+01  1.378456e+01  1.410038e+01
  y_rep[249]     1.383477e+01  1.392978e+01  1.421827e+01
  y_rep[250]     1.353455e+01  1.362239e+01  1.391306e+01
  y_rep[251]     1.414710e+01  1.423564e+01  1.452897e+01
  y_rep[252]     1.453399e+01  1.462065e+01  1.491241e+01
  y_rep[253]     1.455837e+01  1.465352e+01  1.498813e+01
  y_rep[254]     1.414329e+01  1.423619e+01  1.449882e+01
  y_rep[255]     1.373377e+01  1.383122e+01  1.411957e+01
  y_rep[256]     1.370299e+01  1.379716e+01  1.409822e+01
  y_rep[257]     1.395144e+01  1.404340e+01  1.437023e+01
  y_rep[258]     1.393949e+01  1.403169e+01  1.438982e+01
  y_rep[259]     1.361571e+01  1.370989e+01  1.402748e+01
  y_rep[260]     1.359406e+01  1.368404e+01  1.400327e+01
  y_rep[261]     1.351498e+01  1.360108e+01  1.391032e+01
  y_rep[262]     1.241076e+01  1.249966e+01  1.277844e+01
  y_rep[263]     1.212376e+01  1.221427e+01  1.249288e+01
  y_rep[264]     1.236784e+01  1.246160e+01  1.274737e+01
  y_rep[265]     1.245543e+01  1.254822e+01  1.281695e+01
  y_rep[266]     1.343874e+01  1.352828e+01  1.384791e+01
  y_rep[267]     1.316709e+01  1.326752e+01  1.357599e+01
  y_rep[268]     1.271046e+01  1.280317e+01  1.313558e+01
  y_rep[269]     1.258421e+01  1.266914e+01  1.300604e+01
  y_rep[270]     1.303321e+01  1.313550e+01  1.339909e+01
  y_rep[271]     1.353762e+01  1.362755e+01  1.392609e+01
  y_rep[272]     1.375286e+01  1.384823e+01  1.417450e+01
  y_rep[273]     1.356489e+01  1.365767e+01  1.396911e+01
  y_rep[274]     1.346829e+01  1.355286e+01  1.385769e+01
  y_rep[275]     1.281223e+01  1.290471e+01  1.323527e+01
  y_rep[276]     1.266124e+01  1.274994e+01  1.307259e+01
  y_rep[277]     1.269693e+01  1.278395e+01  1.305910e+01
  y_rep[278]     1.287110e+01  1.297190e+01  1.326674e+01
  y_rep[279]     1.285294e+01  1.294300e+01  1.324341e+01
  y_rep[280]     1.292187e+01  1.301447e+01  1.327731e+01
  y_rep[281]     1.281015e+01  1.289534e+01  1.319253e+01
  y_rep[282]     1.262645e+01  1.271558e+01  1.304510e+01
  y_rep[283]     1.324326e+01  1.333743e+01  1.365042e+01
  y_rep[284]     1.307357e+01  1.315631e+01  1.345168e+01
  y_rep[285]     1.358056e+01  1.367140e+01  1.396817e+01
  y_rep[286]     1.368638e+01  1.377651e+01  1.404427e+01
  y_rep[287]     1.349176e+01  1.358563e+01  1.393401e+01
  y_rep[288]     1.320484e+01  1.329511e+01  1.362479e+01
  y_rep[289]     1.282797e+01  1.292382e+01  1.326216e+01
  y_rep[290]     1.273538e+01  1.281913e+01  1.313594e+01
  y_rep[291]     1.289963e+01  1.299392e+01  1.330720e+01
  y_rep[292]     1.305752e+01  1.315603e+01  1.340764e+01
  y_rep[293]     1.280868e+01  1.289731e+01  1.318350e+01
  y_rep[294]     1.264183e+01  1.273641e+01  1.304702e+01
  y_rep[295]     1.295209e+01  1.305337e+01  1.337550e+01
  y_rep[296]     1.346978e+01  1.355617e+01  1.385109e+01
  y_rep[297]     1.316792e+01  1.326897e+01  1.356111e+01
  y_rep[298]     1.451822e+01  1.460723e+01  1.489049e+01
  y_rep[299]     1.465008e+01  1.474237e+01  1.505682e+01
  y_rep[300]     1.494030e+01  1.501615e+01  1.531093e+01
  y_rep[301]     1.488634e+01  1.497964e+01  1.526968e+01
  y_rep[302]     1.487966e+01  1.498523e+01  1.530161e+01
  y_rep[303]     1.478065e+01  1.487350e+01  1.518285e+01
  y_rep[304]     1.488181e+01  1.497357e+01  1.527565e+01
  y_rep[305]     1.486306e+01  1.494573e+01  1.527824e+01
  y_rep[306]     1.461495e+01  1.471165e+01  1.507873e+01
  y_rep[307]     1.463207e+01  1.472958e+01  1.499656e+01
  y_rep[308]     1.462155e+01  1.470976e+01  1.497780e+01
  y_rep[309]     1.555361e+01  1.564319e+01  1.595871e+01
  y_rep[310]     1.601132e+01  1.610904e+01  1.644912e+01
  y_rep[311]     1.575960e+01  1.585210e+01  1.617713e+01
  y_rep[312]     1.570289e+01  1.579141e+01  1.606405e+01
  y_rep[313]     1.585705e+01  1.594517e+01  1.625680e+01
  y_rep[314]     1.569312e+01  1.578493e+01  1.609028e+01
  y_rep[315]     1.535524e+01  1.544058e+01  1.574915e+01
  y_rep[316]     1.522887e+01  1.531600e+01  1.565288e+01
  y_rep[317]     1.490846e+01  1.499382e+01  1.529403e+01
  y_rep[318]     1.471060e+01  1.480643e+01  1.504014e+01
  y_rep[319]     1.481659e+01  1.490300e+01  1.523452e+01
  y_rep[320]     1.406985e+01  1.414983e+01  1.444280e+01
  y_rep[321]     1.314757e+01  1.323407e+01  1.356690e+01
  y_rep[322]     1.308202e+01  1.317567e+01  1.347210e+01
  y_rep[323]     1.258710e+01  1.267917e+01  1.298156e+01
  y_rep[324]     1.282696e+01  1.291670e+01  1.321314e+01
  y_rep[325]     1.313136e+01  1.322301e+01  1.354796e+01
  y_rep[326]     1.325508e+01  1.334371e+01  1.365480e+01
  y_rep[327]     1.356766e+01  1.365514e+01  1.401592e+01
  y_rep[328]     1.349219e+01  1.358351e+01  1.389750e+01
  y_rep[329]     1.352305e+01  1.360913e+01  1.392584e+01
  y_rep[330]     1.354856e+01  1.364232e+01  1.395763e+01
  y_rep[331]     1.357387e+01  1.366820e+01  1.400697e+01
  y_rep[332]     1.289550e+01  1.298163e+01  1.328252e+01
  y_rep[333]     1.346697e+01  1.356123e+01  1.383416e+01
  y_rep[334]     1.361967e+01  1.370570e+01  1.397782e+01
  y_rep[335]     1.341094e+01  1.349982e+01  1.381494e+01
  y_rep[336]     1.320789e+01  1.330568e+01  1.362646e+01
  y_rep[337]     1.317346e+01  1.326268e+01  1.360086e+01
  y_rep[338]     1.369698e+01  1.379075e+01  1.405467e+01
  y_rep[339]     1.387974e+01  1.397281e+01  1.428894e+01
  y_rep[340]     1.415286e+01  1.424394e+01  1.456593e+01
  y_rep[341]     1.381730e+01  1.390667e+01  1.418372e+01
  y_rep[342]     1.394969e+01  1.404416e+01  1.436808e+01
  y_rep[343]     1.422365e+01  1.431334e+01  1.455428e+01
  y_rep[344]     1.402621e+01  1.411987e+01  1.440207e+01
  y_rep[345]     1.425917e+01  1.434746e+01  1.460080e+01
  y_rep[346]     1.452753e+01  1.462111e+01  1.491299e+01
  y_rep[347]     1.406017e+01  1.414971e+01  1.444270e+01
  y_rep[348]     1.399250e+01  1.408626e+01  1.442724e+01
  y_rep[349]     1.380938e+01  1.389659e+01  1.416890e+01
  y_rep[350]     1.389363e+01  1.398892e+01  1.427820e+01
  y_rep[351]     1.398848e+01  1.407714e+01  1.441756e+01
  y_rep[352]     1.444967e+01  1.453056e+01  1.484301e+01
  y_rep[353]     1.447478e+01  1.456789e+01  1.487498e+01
  y_rep[354]     1.532476e+01  1.541380e+01  1.570859e+01
  y_rep[355]     1.535375e+01  1.544429e+01  1.575454e+01
  y_rep[356]     1.540063e+01  1.548510e+01  1.577376e+01
  y_rep[357]     1.734281e+01  1.744400e+01  1.779167e+01
  y_rep[358]     1.907052e+01  1.915419e+01  1.943775e+01
  y_rep[359]     1.821239e+01  1.829748e+01  1.857507e+01
  y_rep[360]     1.902988e+01  1.912200e+01  1.947965e+01
  y_rep[361]     1.897576e+01  1.906432e+01  1.931390e+01
  y_rep[362]     1.908694e+01  1.917235e+01  1.949497e+01
  y_rep[363]     2.007705e+01  2.017567e+01  2.049112e+01
  y_rep[364]     2.046570e+01  2.055860e+01  2.089609e+01
  y_rep[365]     2.008471e+01  2.017175e+01  2.046669e+01
  y_rep[366]     2.030870e+01  2.039514e+01  2.069574e+01
  y_rep[367]     2.105514e+01  2.114703e+01  2.140009e+01
  y_rep[368]     2.094968e+01  2.103600e+01  2.127888e+01
  y_rep[369]     2.142703e+01  2.152700e+01  2.183289e+01
  y_rep[370]     2.180710e+01  2.190391e+01  2.218951e+01
  y_rep[371]     2.136581e+01  2.145469e+01  2.174865e+01
  y_rep[372]     2.195476e+01  2.204791e+01  2.229816e+01
  y_rep[373]     2.218657e+01  2.227557e+01  2.256738e+01
  y_rep[374]     2.191781e+01  2.201333e+01  2.230582e+01
  y_rep[375]     2.195434e+01  2.204542e+01  2.236615e+01
  y_rep[376]     2.205739e+01  2.215683e+01  2.243891e+01
  y_rep[377]     2.195349e+01  2.203692e+01  2.234505e+01
  y_rep[378]     2.189621e+01  2.198534e+01  2.229547e+01
  y_rep[379]     2.157429e+01  2.166239e+01  2.196630e+01
  y_rep[380]     1.954263e+01  1.963930e+01  1.993324e+01
  y_rep[381]     1.995815e+01  2.005246e+01  2.033757e+01
  y_rep[382]     2.066510e+01  2.074759e+01  2.107736e+01
  y_rep[383]     2.030483e+01  2.039882e+01  2.068051e+01
  y_rep[384]     1.999177e+01  2.008936e+01  2.034279e+01
  y_rep[385]     1.979270e+01  1.988597e+01  2.015537e+01
  y_rep[386]     1.935349e+01  1.944543e+01  1.973818e+01
  y_rep[387]     1.985023e+01  1.994122e+01  2.022406e+01
  y_rep[388]     2.034765e+01  2.043995e+01  2.079988e+01
  y_rep[389]     2.001109e+01  2.011314e+01  2.043250e+01
  y_rep[390]     1.947259e+01  1.956374e+01  1.989470e+01
  y_rep[391]     1.928514e+01  1.937187e+01  1.967021e+01
  y_rep[392]     1.859340e+01  1.868798e+01  1.900258e+01
  y_rep[393]     1.892446e+01  1.900938e+01  1.927723e+01
  y_rep[394]     1.894623e+01  1.903024e+01  1.934504e+01
  y_rep[395]     1.858803e+01  1.867862e+01  1.894618e+01
  y_rep[396]     1.810236e+01  1.819292e+01  1.849063e+01
  y_rep[397]     1.802311e+01  1.812611e+01  1.849329e+01
  y_rep[398]     1.802414e+01  1.811738e+01  1.838860e+01
  y_rep[399]     1.790301e+01  1.798656e+01  1.831740e+01
  y_rep[400]     1.750061e+01  1.759326e+01  1.790380e+01
  y_rep[401]     1.769533e+01  1.778615e+01  1.807121e+01
  y_rep[402]     1.757172e+01  1.766479e+01  1.793330e+01
  y_rep[403]     1.727248e+01  1.736114e+01  1.762245e+01
  y_rep[404]     1.674903e+01  1.684211e+01  1.711046e+01
  y_rep[405]     1.595352e+01  1.603809e+01  1.635611e+01
  y_rep[406]     1.608898e+01  1.618727e+01  1.649996e+01
  y_rep[407]     1.639095e+01  1.648484e+01  1.678364e+01
  y_rep[408]     1.621548e+01  1.630117e+01  1.660904e+01
  y_rep[409]     1.595389e+01  1.603871e+01  1.633159e+01
  y_rep[410]     1.537718e+01  1.546233e+01  1.578141e+01
  y_rep[411]     1.515228e+01  1.524842e+01  1.554806e+01
  y_rep[412]     1.532214e+01  1.541049e+01  1.569738e+01
  y_rep[413]     1.532423e+01  1.540647e+01  1.567492e+01
  y_rep[414]     1.503739e+01  1.512053e+01  1.543212e+01
  y_rep[415]     1.497868e+01  1.506403e+01  1.541806e+01
  y_rep[416]     1.511849e+01  1.520844e+01  1.546349e+01
  y_rep[417]     1.482543e+01  1.492056e+01  1.524847e+01
  y_rep[418]     1.506393e+01  1.516195e+01  1.545929e+01
  y_rep[419]     1.606563e+01  1.616190e+01  1.653169e+01
  y_rep[420]     1.586025e+01  1.594778e+01  1.625621e+01
  y_rep[421]     1.565385e+01  1.574615e+01  1.607373e+01
  y_rep[422]     1.527713e+01  1.536691e+01  1.569861e+01
  y_rep[423]     1.492633e+01  1.501051e+01  1.532679e+01
  y_rep[424]     1.543075e+01  1.552636e+01  1.588268e+01
  y_rep[425]     1.589796e+01  1.598384e+01  1.627193e+01
  y_rep[426]     1.588670e+01  1.598091e+01  1.630089e+01
  y_rep[427]     1.590252e+01  1.598482e+01  1.628604e+01
  y_rep[428]     1.601883e+01  1.611295e+01  1.642389e+01
  y_rep[429]     1.572691e+01  1.581620e+01  1.616437e+01
  y_rep[430]     1.580115e+01  1.588753e+01  1.616759e+01
  y_rep[431]     1.612507e+01  1.622162e+01  1.650511e+01
  y_rep[432]     1.591911e+01  1.601160e+01  1.628341e+01
  y_rep[433]     1.618558e+01  1.627578e+01  1.659657e+01
  y_rep[434]     1.646383e+01  1.655701e+01  1.689072e+01
  y_rep[435]     1.618093e+01  1.626789e+01  1.659210e+01
  y_rep[436]     1.590057e+01  1.599078e+01  1.627533e+01
  y_rep[437]     1.631087e+01  1.639919e+01  1.671403e+01
  y_rep[438]     1.591378e+01  1.600342e+01  1.629177e+01
  y_rep[439]     1.571766e+01  1.581430e+01  1.616788e+01
  y_rep[440]     1.576649e+01  1.584809e+01  1.615439e+01
  y_rep[441]     1.563929e+01  1.572118e+01  1.602036e+01
  y_rep[442]     1.527677e+01  1.536714e+01  1.568656e+01
  y_rep[443]     1.550681e+01  1.559656e+01  1.590782e+01
  y_rep[444]     1.517523e+01  1.526464e+01  1.559559e+01
  y_rep[445]     1.512220e+01  1.521288e+01  1.553562e+01
  y_rep[446]     1.572561e+01  1.582942e+01  1.616782e+01
  y_rep[447]     1.568021e+01  1.577496e+01  1.612096e+01
  y_rep[448]     1.470675e+01  1.479565e+01  1.516294e+01
  y_rep[449]     1.487163e+01  1.495779e+01  1.525148e+01
  y_rep[450]     1.466810e+01  1.476323e+01  1.506113e+01
  y_rep[451]     1.443429e+01  1.452533e+01  1.480097e+01
  y_rep[452]     1.434551e+01  1.443770e+01  1.475248e+01
  y_rep[453]     1.399108e+01  1.407337e+01  1.438942e+01
  y_rep[454]     1.362843e+01  1.371984e+01  1.402183e+01
  y_rep[455]     1.482953e+01  1.491897e+01  1.524873e+01
  y_rep[456]     1.488946e+01  1.496821e+01  1.523213e+01
  y_rep[457]     1.473174e+01  1.481823e+01  1.515314e+01
  y_rep[458]     1.486353e+01  1.495688e+01  1.525126e+01
  y_rep[459]     1.494549e+01  1.503903e+01  1.532269e+01
  y_rep[460]     1.445028e+01  1.453714e+01  1.488582e+01
  y_rep[461]     1.481369e+01  1.491240e+01  1.522367e+01
  y_rep[462]     1.456343e+01  1.465672e+01  1.492416e+01
  y_rep[463]     1.414130e+01  1.423158e+01  1.451315e+01
  y_rep[464]     1.412366e+01  1.420468e+01  1.447584e+01
  y_rep[465]     1.384001e+01  1.393184e+01  1.422977e+01
  y_rep[466]     1.384667e+01  1.393513e+01  1.423508e+01
  y_rep[467]     1.541874e+01  1.551339e+01  1.580993e+01
  y_rep[468]     1.505601e+01  1.515213e+01  1.541712e+01
  y_rep[469]     1.524644e+01  1.533127e+01  1.561407e+01
  y_rep[470]     1.569984e+01  1.579501e+01  1.614578e+01
  y_rep[471]     1.597319e+01  1.607026e+01  1.639223e+01
  y_rep[472]     1.561987e+01  1.571304e+01  1.600594e+01
  y_rep[473]     1.909393e+01  1.918168e+01  1.950058e+01
  y_rep[474]     2.212374e+01  2.221172e+01  2.250412e+01
  y_rep[475]     2.178862e+01  2.188002e+01  2.216754e+01
  y_rep[476]     2.182835e+01  2.192004e+01  2.223566e+01
  y_rep[477]     2.157559e+01  2.166765e+01  2.197587e+01
  y_rep[478]     2.061071e+01  2.070562e+01  2.101889e+01
  y_rep[479]     2.144051e+01  2.154109e+01  2.187082e+01
  y_rep[480]     2.124551e+01  2.133760e+01  2.166221e+01
  y_rep[481]     2.108878e+01  2.117648e+01  2.146705e+01
  y_rep[482]     2.101227e+01  2.110857e+01  2.141595e+01
  y_rep[483]     2.128123e+01  2.137025e+01  2.167774e+01
  y_rep[484]     2.132787e+01  2.142193e+01  2.171044e+01
  y_rep[485]     2.159611e+01  2.169467e+01  2.211140e+01
  y_rep[486]     2.179042e+01  2.189166e+01  2.221494e+01
  y_rep[487]     2.141420e+01  2.150442e+01  2.184032e+01
  y_rep[488]     2.239275e+01  2.248603e+01  2.280238e+01
  y_rep[489]     2.216875e+01  2.225763e+01  2.258070e+01
  y_rep[490]     2.145357e+01  2.154332e+01  2.182777e+01
  y_rep[491]     2.150965e+01  2.159847e+01  2.189029e+01
  y_rep[492]     2.119480e+01  2.128607e+01  2.156530e+01
  y_rep[493]     2.076935e+01  2.086079e+01  2.114749e+01
  y_rep[494]     2.113173e+01  2.122351e+01  2.152756e+01
  y_rep[495]     2.098579e+01  2.107377e+01  2.136420e+01
  y_rep[496]     1.907223e+01  1.917122e+01  1.944512e+01
  y_rep[497]     1.584700e+01  1.594245e+01  1.625455e+01
  y_rep[498]     1.643640e+01  1.652885e+01  1.689773e+01
  y_rep[499]     1.663518e+01  1.673898e+01  1.702730e+01
  y_rep[500]     1.570080e+01  1.579450e+01  1.608226e+01
  y_rep[501]     1.585256e+01  1.594435e+01  1.622487e+01
  y_rep[502]     1.544262e+01  1.553471e+01  1.580388e+01
  y_rep[503]     1.563861e+01  1.572478e+01  1.600902e+01
  y_rep[504]     1.565296e+01  1.574779e+01  1.604580e+01
  y_rep[505]     1.526856e+01  1.535627e+01  1.566297e+01
  y_rep[506]     1.494332e+01  1.503386e+01  1.534081e+01
  y_rep[507]     1.477827e+01  1.486403e+01  1.515622e+01
  y_rep[508]     1.419344e+01  1.428246e+01  1.455444e+01
  y_rep[509]     1.448955e+01  1.458536e+01  1.486718e+01
  y_rep[510]     1.414017e+01  1.423494e+01  1.452882e+01
  y_rep[511]     1.356629e+01  1.365842e+01  1.393942e+01
  y_rep[512]     1.369980e+01  1.379756e+01  1.409828e+01
  y_rep[513]     1.326334e+01  1.335586e+01  1.365194e+01
  y_rep[514]     1.284607e+01  1.293726e+01  1.322099e+01
  y_rep[515]     1.287745e+01  1.297122e+01  1.325978e+01
  y_rep[516]     1.320218e+01  1.329606e+01  1.362385e+01
  y_rep[517]     1.282123e+01  1.291023e+01  1.323204e+01
  y_rep[518]     1.302926e+01  1.311729e+01  1.337570e+01
  y_rep[519]     1.298585e+01  1.307469e+01  1.334983e+01
  y_rep[520]     1.238165e+01  1.246835e+01  1.273100e+01
  y_rep[521]     1.269995e+01  1.279130e+01  1.309615e+01
  y_rep[522]     1.256730e+01  1.264814e+01  1.295914e+01
  y_rep[523]     1.233845e+01  1.244118e+01  1.274225e+01
  y_rep[524]     1.219156e+01  1.227557e+01  1.256588e+01
  y_rep[525]     1.229887e+01  1.239127e+01  1.269903e+01
  y_rep[526]     1.179202e+01  1.188624e+01  1.217740e+01
  y_rep[527]     1.172805e+01  1.181878e+01  1.211205e+01
  y_rep[528]     1.224855e+01  1.233813e+01  1.263609e+01
  y_rep[529]     1.199576e+01  1.208776e+01  1.238243e+01
  y_rep[530]     1.229894e+01  1.238545e+01  1.266702e+01
  y_rep[531]     1.210229e+01  1.219619e+01  1.247483e+01
  y_rep[532]     1.146686e+01  1.154986e+01  1.185474e+01
  y_rep[533]     1.171377e+01  1.181168e+01  1.211568e+01
  y_rep[534]     1.186912e+01  1.196284e+01  1.228220e+01
  y_rep[535]     1.166974e+01  1.175914e+01  1.210562e+01
  y_rep[536]     1.266803e+01  1.276347e+01  1.310094e+01
  y_rep[537]     1.226616e+01  1.235887e+01  1.267772e+01
  y_rep[538]     1.182238e+01  1.191635e+01  1.224383e+01
  y_rep[539]     1.187342e+01  1.196358e+01  1.225357e+01
  y_rep[540]     1.155744e+01  1.163969e+01  1.194845e+01
  y_rep[541]     1.149704e+01  1.159149e+01  1.184804e+01
  y_rep[542]     1.158682e+01  1.167874e+01  1.195997e+01
  y_rep[543]     1.133829e+01  1.143102e+01  1.175416e+01
  y_rep[544]     1.114286e+01  1.123517e+01  1.162816e+01
  y_rep[545]     1.170908e+01  1.180233e+01  1.213826e+01
  y_rep[546]     1.131585e+01  1.140899e+01  1.168264e+01
  y_rep[547]     1.137908e+01  1.146161e+01  1.171116e+01
  y_rep[548]     1.129671e+01  1.138525e+01  1.173357e+01
  y_rep[549]     1.162323e+01  1.171608e+01  1.206835e+01
  y_rep[550]     1.154634e+01  1.164248e+01  1.200343e+01
  y_rep[551]     1.126309e+01  1.135612e+01  1.168765e+01
  y_rep[552]     1.099230e+01  1.108465e+01  1.137503e+01
  y_rep[553]     1.085482e+01  1.094925e+01  1.121123e+01
  y_rep[554]     1.103591e+01  1.112266e+01  1.140969e+01
  y_rep[555]     1.096983e+01  1.106543e+01  1.135364e+01
  y_rep[556]     1.042173e+01  1.051823e+01  1.081824e+01
  y_rep[557]     1.024761e+01  1.033542e+01  1.062934e+01
  y_rep[558]     1.033523e+01  1.042125e+01  1.070332e+01
  y_rep[559]     1.005244e+01  1.014454e+01  1.045923e+01
  y_rep[560]     1.324894e+01  1.334286e+01  1.362853e+01
  y_rep[561]     1.280117e+01  1.288434e+01  1.316959e+01
  y_rep[562]     1.265484e+01  1.274115e+01  1.310528e+01
  y_rep[563]     1.299318e+01  1.309503e+01  1.338664e+01
  y_rep[564]     1.346712e+01  1.355630e+01  1.388486e+01
  y_rep[565]     1.297146e+01  1.305611e+01  1.333762e+01
  y_rep[566]     1.319278e+01  1.328760e+01  1.358907e+01
  y_rep[567]     1.291788e+01  1.301179e+01  1.328747e+01
  y_rep[568]     1.250971e+01  1.260629e+01  1.286376e+01
  y_rep[569]     1.284755e+01  1.293019e+01  1.320072e+01
  y_rep[570]     1.271717e+01  1.280710e+01  1.307987e+01
  y_rep[571]     1.267364e+01  1.276451e+01  1.305566e+01
  y_rep[572]     1.230172e+01  1.239720e+01  1.268945e+01
  y_rep[573]     1.236269e+01  1.245263e+01  1.276881e+01
  y_rep[574]     1.210738e+01  1.219945e+01  1.253446e+01
  y_rep[575]     1.231890e+01  1.241722e+01  1.270220e+01
  y_rep[576]     1.206058e+01  1.215213e+01  1.243973e+01
  y_rep[577]     1.197618e+01  1.205949e+01  1.234428e+01
  y_rep[578]     1.233794e+01  1.243443e+01  1.271416e+01
  y_rep[579]     1.233801e+01  1.243527e+01  1.273435e+01
  y_rep[580]     1.204359e+01  1.213342e+01  1.242090e+01
  y_rep[581]     1.213905e+01  1.222762e+01  1.259985e+01
  y_rep[582]     1.217480e+01  1.227015e+01  1.262729e+01
  y_rep[583]     1.101449e+01  1.111066e+01  1.146491e+01
  y_rep[584]     1.105918e+01  1.114627e+01  1.146969e+01
  y_rep[585]     1.085282e+01  1.094543e+01  1.124942e+01
  y_rep[586]     1.046970e+01  1.056683e+01  1.082828e+01
  y_rep[587]     1.059249e+01  1.067966e+01  1.096980e+01
  y_rep[588]     1.123380e+01  1.132138e+01  1.159587e+01
  y_rep[589]     1.125590e+01  1.134254e+01  1.165590e+01
  y_rep[590]     1.153990e+01  1.162945e+01  1.193736e+01
  y_rep[591]     1.160537e+01  1.168964e+01  1.200208e+01
  y_rep[592]     1.770773e+01  1.783649e+01  1.819812e+01
  y_rep[593]     1.865155e+01  1.875249e+01  1.907180e+01
  y_rep[594]     1.919359e+01  1.929161e+01  1.959431e+01
  y_rep[595]     1.858154e+01  1.868206e+01  1.896497e+01
  y_rep[596]     1.907039e+01  1.916225e+01  1.945926e+01
  y_rep[597]     1.943163e+01  1.952146e+01  1.984124e+01
  y_rep[598]     1.929033e+01  1.939014e+01  1.973615e+01
  y_rep[599]     1.960079e+01  1.969132e+01  1.996615e+01
  y_rep[600]     1.939343e+01  1.948126e+01  1.979100e+01
  y_rep[601]     1.947448e+01  1.955293e+01  1.985013e+01
  y_rep[602]     1.957882e+01  1.967038e+01  1.991743e+01
  y_rep[603]     2.044252e+01  2.053768e+01  2.081777e+01
  y_rep[604]     2.019027e+01  2.028708e+01  2.058062e+01
  y_rep[605]     2.001600e+01  2.011618e+01  2.049054e+01
  y_rep[606]     2.037297e+01  2.046315e+01  2.075619e+01
  y_rep[607]     2.040402e+01  2.049068e+01  2.080237e+01
  y_rep[608]     2.043456e+01  2.052549e+01  2.085506e+01
  y_rep[609]     2.071676e+01  2.081359e+01  2.113562e+01
  y_rep[610]     2.039072e+01  2.048312e+01  2.079619e+01
  y_rep[611]     2.072208e+01  2.081053e+01  2.109854e+01
  y_rep[612]     2.042332e+01  2.051100e+01  2.085776e+01
  y_rep[613]     2.009440e+01  2.017891e+01  2.048421e+01
  y_rep[614]     1.823951e+01  1.833429e+01  1.861132e+01
  y_rep[615]     1.639731e+01  1.648149e+01  1.683120e+01
  y_rep[616]     1.542331e+01  1.551532e+01  1.585549e+01
  y_rep[617]     1.568001e+01  1.576903e+01  1.607965e+01
  y_rep[618]     1.521717e+01  1.531296e+01  1.565013e+01
  y_rep[619]     1.465854e+01  1.474554e+01  1.504990e+01
  y_rep[620]     1.464979e+01  1.474638e+01  1.501499e+01
  y_rep[621]     1.474094e+01  1.483418e+01  1.512917e+01
  y_rep[622]     1.526535e+01  1.534430e+01  1.567717e+01
  y_rep[623]     1.541973e+01  1.551257e+01  1.579063e+01
  y_rep[624]     1.514171e+01  1.523025e+01  1.553913e+01
  y_rep[625]     1.510075e+01  1.519093e+01  1.549146e+01
  y_rep[626]     1.453011e+01  1.462064e+01  1.491832e+01
  y_rep[627]     1.439559e+01  1.448478e+01  1.478910e+01
  y_rep[628]     1.409156e+01  1.419020e+01  1.457909e+01
  y_rep[629]     1.379758e+01  1.389060e+01  1.422661e+01
  y_rep[630]     1.378129e+01  1.386803e+01  1.420312e+01
  y_rep[631]     1.334776e+01  1.343485e+01  1.372629e+01
  y_rep[632]     1.339326e+01  1.348243e+01  1.376974e+01
  y_rep[633]     1.342856e+01  1.352212e+01  1.381455e+01
  y_rep[634]     1.322873e+01  1.331702e+01  1.361945e+01
  y_rep[635]     1.277362e+01  1.285999e+01  1.315986e+01
  y_rep[636]     1.268576e+01  1.277580e+01  1.304059e+01
  y_rep[637]     1.226010e+01  1.234993e+01  1.266595e+01
  y_rep[638]     1.275283e+01  1.284886e+01  1.315347e+01
  y_rep[639]     1.296851e+01  1.305806e+01  1.335871e+01
  y_rep[640]     1.279799e+01  1.289207e+01  1.323399e+01
  y_rep[641]     1.258021e+01  1.266889e+01  1.297674e+01
  y_rep[642]     1.281193e+01  1.290096e+01  1.318251e+01
  y_rep[643]     1.250517e+01  1.259797e+01  1.293705e+01
  y_rep[644]     1.234575e+01  1.243510e+01  1.274405e+01
  y_rep[645]     1.233509e+01  1.242716e+01  1.273486e+01
  y_rep[646]     1.193529e+01  1.201657e+01  1.229912e+01
  y_rep[647]     1.193588e+01  1.203254e+01  1.229950e+01
  y_rep[648]     1.205075e+01  1.214033e+01  1.245500e+01
  y_rep[649]     1.237384e+01  1.246594e+01  1.284367e+01
  y_rep[650]     1.242583e+01  1.251394e+01  1.281555e+01
  y_rep[651]     1.253134e+01  1.261780e+01  1.291345e+01
  y_rep[652]     1.245519e+01  1.254490e+01  1.284412e+01
  y_rep[653]     1.247709e+01  1.256454e+01  1.283910e+01
  y_rep[654]     1.250437e+01  1.259620e+01  1.288465e+01
  y_rep[655]     1.253643e+01  1.262518e+01  1.299228e+01
  y_rep[656]     1.248820e+01  1.258167e+01  1.292245e+01
  y_rep[657]     1.252139e+01  1.260480e+01  1.293072e+01
  y_rep[658]     1.252552e+01  1.261632e+01  1.292562e+01
  y_rep[659]     1.256750e+01  1.266157e+01  1.294007e+01
  y_rep[660]     1.236253e+01  1.244211e+01  1.276754e+01
  y_rep[661]     1.200563e+01  1.209474e+01  1.235650e+01
  y_rep[662]     1.212684e+01  1.221357e+01  1.250646e+01
  y_rep[663]     1.212001e+01  1.220432e+01  1.248259e+01
  y_rep[664]     1.244089e+01  1.252850e+01  1.283341e+01
  y_rep[665]     1.273661e+01  1.282095e+01  1.308603e+01
  y_rep[666]     1.220655e+01  1.229428e+01  1.257980e+01
  y_rep[667]     1.242420e+01  1.251389e+01  1.278179e+01
  y_rep[668]     1.205927e+01  1.214281e+01  1.246726e+01
  y_rep[669]     1.189396e+01  1.197642e+01  1.231441e+01
  y_rep[670]     1.207741e+01  1.216818e+01  1.243202e+01
  y_rep[671]     1.238266e+01  1.246843e+01  1.277661e+01
  y_rep[672]     1.214231e+01  1.222825e+01  1.250265e+01
  y_rep[673]     1.186278e+01  1.195650e+01  1.222605e+01
  y_rep[674]     1.191272e+01  1.200634e+01  1.226945e+01
  y_rep[675]     1.178090e+01  1.186595e+01  1.217219e+01
  y_rep[676]     1.191097e+01  1.200353e+01  1.236057e+01
  y_rep[677]     1.206450e+01  1.215425e+01  1.246279e+01
  y_rep[678]     1.153197e+01  1.162093e+01  1.194344e+01
  y_rep[679]     1.152100e+01  1.160987e+01  1.189593e+01
  y_rep[680]     1.110250e+01  1.119479e+01  1.151023e+01
  y_rep[681]     1.090546e+01  1.099851e+01  1.128813e+01
  y_rep[682]     1.123909e+01  1.132892e+01  1.161875e+01
  y_rep[683]     1.150724e+01  1.160108e+01  1.188598e+01
  y_rep[684]     1.126187e+01  1.134731e+01  1.164001e+01
  y_rep[685]     1.102972e+01  1.112068e+01  1.139229e+01
  y_rep[686]     1.087782e+01  1.097161e+01  1.128740e+01
  y_rep[687]     1.061368e+01  1.070387e+01  1.100012e+01
  y_rep[688]     1.096384e+01  1.105035e+01  1.131496e+01
  y_rep[689]     1.076500e+01  1.085645e+01  1.116664e+01
  y_rep[690]     1.091108e+01  1.100104e+01  1.127590e+01
  y_rep[691]     1.090032e+01  1.099514e+01  1.127123e+01
  y_rep[692]     1.100065e+01  1.109802e+01  1.142945e+01
  y_rep[693]     1.067395e+01  1.076614e+01  1.107327e+01
  y_rep[694]     1.066594e+01  1.075638e+01  1.102351e+01
  y_rep[695]     1.059205e+01  1.068796e+01  1.102020e+01
  y_rep[696]     1.046765e+01  1.056572e+01  1.088016e+01
  y_rep[697]     1.032456e+01  1.040830e+01  1.075129e+01
  y_rep[698]     1.016203e+01  1.025518e+01  1.061669e+01
  y_rep[699]     1.043728e+01  1.052443e+01  1.077366e+01
  y_rep[700]     1.113891e+01  1.122165e+01  1.152295e+01
  y_rep[701]     1.103171e+01  1.112889e+01  1.141551e+01
  y_rep[702]     1.087293e+01  1.096003e+01  1.126867e+01
  y_rep[703]     1.093629e+01  1.103217e+01  1.136709e+01
  y_rep[704]     1.087530e+01  1.095631e+01  1.126513e+01
  y_rep[705]     1.085787e+01  1.095094e+01  1.131891e+01
  y_rep[706]     1.075523e+01  1.084553e+01  1.113580e+01
  y_rep[707]     1.097084e+01  1.105763e+01  1.136524e+01
  y_rep[708]     1.089638e+01  1.099007e+01  1.125841e+01
  y_rep[709]     1.074291e+01  1.083857e+01  1.115751e+01
  y_rep[710]     1.076271e+01  1.085238e+01  1.113822e+01
  y_rep[711]     1.059168e+01  1.067868e+01  1.095922e+01
  y_rep[712]     1.046098e+01  1.054438e+01  1.084789e+01
  y_rep[713]     1.025054e+01  1.034121e+01  1.058040e+01
  y_rep[714]     1.013577e+01  1.022969e+01  1.054011e+01
  y_rep[715]     1.001765e+01  1.010186e+01  1.044144e+01
  y_rep[716]     1.010472e+01  1.019274e+01  1.046787e+01
  y_rep[717]     9.804997e+00  9.899174e+00  1.019326e+01
  y_rep[718]     9.676836e+00  9.765843e+00  1.005781e+01
  y_rep[719]     1.004435e+01  1.013013e+01  1.046010e+01
  y_rep[720]     1.009333e+01  1.019017e+01  1.047722e+01
  y_rep[721]     1.047349e+01  1.057013e+01  1.087524e+01
  y_rep[722]     9.765303e+00  9.851686e+00  1.015715e+01
  y_rep[723]     1.014869e+01  1.024982e+01  1.052610e+01
  y_rep[724]     1.047528e+01  1.056319e+01  1.084577e+01
  y_rep[725]     1.055460e+01  1.064625e+01  1.094532e+01
  y_rep[726]     1.066849e+01  1.075727e+01  1.110862e+01
  y_rep[727]     1.035222e+01  1.044345e+01  1.074884e+01
  y_rep[728]     1.043663e+01  1.052952e+01  1.086045e+01
  y_rep[729]     1.043007e+01  1.052095e+01  1.082785e+01
  y_rep[730]     1.062168e+01  1.071558e+01  1.104554e+01
  y_rep[731]     1.060121e+01  1.069202e+01  1.100295e+01
  y_rep[732]     1.064772e+01  1.074204e+01  1.105828e+01
  y_rep[733]     1.049245e+01  1.058826e+01  1.089851e+01
  y_rep[734]     1.130016e+01  1.139046e+01  1.168465e+01
  y_rep[735]     1.161910e+01  1.170948e+01  1.200648e+01
  y_rep[736]     1.134142e+01  1.142863e+01  1.174300e+01
  y_rep[737]     1.137624e+01  1.147157e+01  1.175652e+01
  y_rep[738]     1.148320e+01  1.157267e+01  1.187217e+01
  y_rep[739]     1.138160e+01  1.148204e+01  1.176083e+01
  y_rep[740]     1.173459e+01  1.182591e+01  1.214937e+01
  y_rep[741]     1.160833e+01  1.170226e+01  1.199207e+01
  y_rep[742]     1.174084e+01  1.182249e+01  1.214787e+01
  y_rep[743]     1.176814e+01  1.185716e+01  1.218555e+01
  y_rep[744]     1.156460e+01  1.165752e+01  1.192933e+01
  y_rep[745]     1.164086e+01  1.173407e+01  1.203047e+01
  y_rep[746]     1.134123e+01  1.142729e+01  1.175597e+01
  y_rep[747]     1.093352e+01  1.102244e+01  1.135648e+01
  y_rep[748]     1.106542e+01  1.115499e+01  1.143854e+01
  y_rep[749]     1.120908e+01  1.129540e+01  1.161651e+01
  y_rep[750]     1.124996e+01  1.134633e+01  1.163681e+01
  y_rep[751]     1.085347e+01  1.093712e+01  1.121777e+01
  y_rep[752]     1.076836e+01  1.085570e+01  1.122060e+01
  y_rep[753]     1.098009e+01  1.106706e+01  1.139137e+01
  y_rep[754]     1.128698e+01  1.137665e+01  1.165119e+01
  y_rep[755]     1.155031e+01  1.164884e+01  1.194238e+01
  y_rep[756]     1.121486e+01  1.130787e+01  1.161098e+01
  y_rep[757]     1.061917e+01  1.071350e+01  1.096665e+01
  y_rep[758]     1.048675e+01  1.057458e+01  1.089796e+01
  y_rep[759]     1.072546e+01  1.080950e+01  1.114774e+01
  y_rep[760]     1.043775e+01  1.053400e+01  1.084926e+01
  y_rep[761]     1.057020e+01  1.065800e+01  1.097102e+01
  y_rep[762]     1.098543e+01  1.108223e+01  1.135380e+01
  y_rep[763]     1.051383e+01  1.060959e+01  1.094993e+01
  y_rep[764]     1.044866e+01  1.053903e+01  1.084173e+01
  y_rep[765]     1.020861e+01  1.028749e+01  1.057086e+01
  y_rep[766]     1.032873e+01  1.041129e+01  1.073226e+01
  y_rep[767]     1.012192e+01  1.021160e+01  1.048079e+01
  y_rep[768]     1.029756e+01  1.039102e+01  1.063079e+01
  y_rep[769]     1.026850e+01  1.036145e+01  1.069076e+01
  y_rep[770]     1.009251e+01  1.018837e+01  1.051056e+01
  y_rep[771]     1.024846e+01  1.034083e+01  1.062090e+01
  y_rep[772]     1.022346e+01  1.031459e+01  1.060226e+01
  y_rep[773]     1.020827e+01  1.029960e+01  1.062963e+01
  y_rep[774]     1.080705e+01  1.089493e+01  1.116643e+01
  y_rep[775]     1.062600e+01  1.070923e+01  1.101043e+01
  y_rep[776]     1.030397e+01  1.038881e+01  1.071470e+01
  y_rep[777]     1.016399e+01  1.025793e+01  1.057795e+01
  y_rep[778]     9.875639e+00  9.972614e+00  1.029637e+01
  y_rep[779]     1.038677e+01  1.047978e+01  1.076132e+01
  y_rep[780]     1.028039e+01  1.037241e+01  1.072354e+01
  y_rep[781]     1.000399e+01  1.009401e+01  1.042774e+01
  y_rep[782]     1.014057e+01  1.022676e+01  1.052505e+01
  y_rep[783]     9.919525e+00  1.000619e+01  1.037083e+01
  y_rep[784]     9.896322e+00  9.989219e+00  1.030873e+01
  y_rep[785]     9.654301e+00  9.747836e+00  9.996896e+00
  y_rep[786]     9.612451e+00  9.707147e+00  1.006818e+01
  y_rep[787]     9.552365e+00  9.645925e+00  9.999446e+00
  y_rep[788]     1.001263e+01  1.009537e+01  1.039274e+01
  y_rep[789]     1.047615e+01  1.056830e+01  1.088751e+01
  y_rep[790]     1.029724e+01  1.038822e+01  1.072227e+01
  y_rep[791]     1.004456e+01  1.013256e+01  1.044517e+01
  y_rep[792]     1.010187e+01  1.019488e+01  1.053460e+01
  y_rep[793]     1.001641e+01  1.010375e+01  1.037110e+01
  y_rep[794]     1.058732e+01  1.067905e+01  1.098841e+01
  y_rep[795]     1.046418e+01  1.055368e+01  1.083565e+01
  y_rep[796]     1.016928e+01  1.026333e+01  1.058997e+01
  y_rep[797]     1.004614e+01  1.014359e+01  1.042897e+01
  y_rep[798]     1.032829e+01  1.042892e+01  1.071930e+01
  y_rep[799]     1.045406e+01  1.053914e+01  1.081905e+01
  y_rep[800]     1.034005e+01  1.043371e+01  1.073764e+01
  y_rep[801]     1.036262e+01  1.044412e+01  1.075043e+01
  y_rep[802]     9.882159e+00  9.972818e+00  1.023430e+01
  y_rep[803]     9.949229e+00  1.003697e+01  1.035954e+01
  y_rep[804]     1.036681e+01  1.045395e+01  1.075123e+01
  y_rep[805]     1.021213e+01  1.029740e+01  1.058686e+01
  y_rep[806]     1.025384e+01  1.033777e+01  1.062608e+01
  y_rep[807]     1.032294e+01  1.041949e+01  1.070235e+01
  y_rep[808]     1.026041e+01  1.034654e+01  1.069230e+01
  y_rep[809]     1.021873e+01  1.030873e+01  1.060054e+01
  y_rep[810]     1.058996e+01  1.067147e+01  1.098324e+01
  y_rep[811]     1.001754e+01  1.010685e+01  1.041886e+01
  y_rep[812]     9.551020e+00  9.648183e+00  9.983880e+00
  y_rep[813]     9.821042e+00  9.913594e+00  1.022096e+01
  y_rep[814]     1.014352e+01  1.023523e+01  1.050430e+01
  y_rep[815]     9.871715e+00  9.955206e+00  1.027638e+01
  y_rep[816]     1.012644e+01  1.021659e+01  1.049706e+01
  y_rep[817]     9.657648e+00  9.748283e+00  1.005585e+01
  y_rep[818]     9.604694e+00  9.688970e+00  1.002067e+01
  y_rep[819]     9.647323e+00  9.728947e+00  1.001054e+01
  y_rep[820]     9.461476e+00  9.552675e+00  9.844986e+00
  y_rep[821]     9.410514e+00  9.497788e+00  9.790724e+00
  y_rep[822]     9.664438e+00  9.748174e+00  1.008493e+01
  y_rep[823]     9.618606e+00  9.713644e+00  1.002189e+01
  y_rep[824]     9.465115e+00  9.555481e+00  9.879258e+00
  y_rep[825]     9.249361e+00  9.349246e+00  9.636273e+00
  y_rep[826]     9.738893e+00  9.825460e+00  1.014886e+01
  y_rep[827]     9.779181e+00  9.864788e+00  1.019620e+01
  y_rep[828]     9.514756e+00  9.597413e+00  9.950507e+00
  y_rep[829]     9.492918e+00  9.591033e+00  9.921100e+00
  y_rep[830]     9.670418e+00  9.758214e+00  1.004329e+01
  y_rep[831]     9.652545e+00  9.742137e+00  1.005463e+01
  y_rep[832]     9.881523e+00  9.979385e+00  1.026347e+01
  y_rep[833]     9.856380e+00  9.938000e+00  1.025320e+01
  y_rep[834]     9.992637e+00  1.009338e+01  1.038562e+01
  y_rep[835]     1.010684e+01  1.020382e+01  1.054490e+01
  y_rep[836]     1.012469e+01  1.021868e+01  1.053996e+01
  y_rep[837]     1.017895e+01  1.026851e+01  1.058052e+01
  y_rep[838]     1.005471e+01  1.015129e+01  1.045150e+01
  y_rep[839]     9.848454e+00  9.941677e+00  1.024906e+01
  y_rep[840]     9.825498e+00  9.910426e+00  1.022129e+01
  y_rep[841]     1.010884e+01  1.019433e+01  1.047882e+01
  y_rep[842]     1.154841e+01  1.163270e+01  1.188891e+01
  y_rep[843]     1.121497e+01  1.129744e+01  1.166222e+01
  y_rep[844]     1.142986e+01  1.151748e+01  1.181137e+01
  y_rep[845]     1.134415e+01  1.142896e+01  1.175167e+01
  y_rep[846]     1.157020e+01  1.166654e+01  1.197075e+01
  y_rep[847]     1.193536e+01  1.202296e+01  1.230863e+01
  y_rep[848]     1.192842e+01  1.201776e+01  1.237173e+01
  y_rep[849]     1.173708e+01  1.183728e+01  1.216476e+01
  y_rep[850]     1.191477e+01  1.201094e+01  1.232561e+01
  y_rep[851]     1.199491e+01  1.208979e+01  1.239285e+01
  y_rep[852]     1.212581e+01  1.221792e+01  1.249678e+01
  y_rep[853]     1.200251e+01  1.209884e+01  1.240793e+01
  y_rep[854]     1.210711e+01  1.219472e+01  1.250310e+01
  y_rep[855]     1.200874e+01  1.210346e+01  1.241689e+01
  y_rep[856]     1.204983e+01  1.213670e+01  1.246704e+01
  y_rep[857]     1.203716e+01  1.213577e+01  1.240799e+01
  y_rep[858]     1.251960e+01  1.260911e+01  1.290782e+01
  y_rep[859]     1.198962e+01  1.207552e+01  1.239041e+01
  y_rep[860]     1.204160e+01  1.213912e+01  1.242384e+01
  y_rep[861]     1.201217e+01  1.210305e+01  1.242664e+01
  y_rep[862]     1.227094e+01  1.236734e+01  1.263719e+01
  y_rep[863]     1.228811e+01  1.238841e+01  1.267580e+01
  y_rep[864]     1.218975e+01  1.227792e+01  1.259379e+01
  y_rep[865]     1.161422e+01  1.170630e+01  1.204614e+01
  y_rep[866]     1.187649e+01  1.196858e+01  1.226283e+01
  y_rep[867]     1.216194e+01  1.225904e+01  1.254465e+01
  y_rep[868]     1.209058e+01  1.217810e+01  1.254933e+01
  y_rep[869]     1.173435e+01  1.182459e+01  1.213407e+01
  y_rep[870]     1.181830e+01  1.190482e+01  1.222851e+01
  y_rep[871]     1.258732e+01  1.268089e+01  1.301505e+01
  y_rep[872]     1.260216e+01  1.268803e+01  1.300299e+01
  y_rep[873]     1.256785e+01  1.266164e+01  1.295422e+01
  y_rep[874]     1.272908e+01  1.281870e+01  1.310202e+01
  y_rep[875]     1.248511e+01  1.258091e+01  1.289745e+01
  y_rep[876]     1.245709e+01  1.254565e+01  1.282629e+01
  y_rep[877]     1.235120e+01  1.244738e+01  1.281017e+01
  y_rep[878]     1.238467e+01  1.247241e+01  1.280543e+01
  y_rep[879]     1.235934e+01  1.245223e+01  1.272947e+01
  y_rep[880]     1.216472e+01  1.224894e+01  1.252797e+01
  y_rep[881]     1.186956e+01  1.196338e+01  1.225517e+01
  y_rep[882]     1.200772e+01  1.209897e+01  1.237234e+01
  y_rep[883]     1.184113e+01  1.193599e+01  1.224741e+01
  y_rep[884]     1.187168e+01  1.195980e+01  1.227813e+01
  y_rep[885]     1.181419e+01  1.190563e+01  1.226952e+01
  y_rep[886]     1.189917e+01  1.198748e+01  1.230374e+01
  y_rep[887]     1.175732e+01  1.185776e+01  1.215185e+01
  y_rep[888]     1.201628e+01  1.210146e+01  1.241801e+01
  y_rep[889]     1.173612e+01  1.182041e+01  1.210257e+01
  y_rep[890]     1.144268e+01  1.153368e+01  1.181521e+01
  y_rep[891]     1.150518e+01  1.159728e+01  1.194736e+01
  y_rep[892]     1.128088e+01  1.137324e+01  1.165046e+01
  y_rep[893]     1.100368e+01  1.110072e+01  1.142259e+01
  y_rep[894]     1.041168e+01  1.050096e+01  1.078085e+01
  y_rep[895]     1.010280e+01  1.018524e+01  1.055203e+01
  y_rep[896]     9.888124e+00  9.976913e+00  1.031557e+01
  y_rep[897]     9.924592e+00  1.000863e+01  1.031284e+01
  y_rep[898]     9.637051e+00  9.728752e+00  1.004360e+01
  y_rep[899]     9.785361e+00  9.877110e+00  1.014225e+01
  y_rep[900]     9.749988e+00  9.835272e+00  1.012985e+01
  y_rep[901]     9.644337e+00  9.738328e+00  9.999548e+00
  y_rep[902]     9.722016e+00  9.813756e+00  1.013025e+01
  y_rep[903]     9.859804e+00  9.955274e+00  1.025294e+01
  y_rep[904]     9.830639e+00  9.920555e+00  1.021203e+01
  y_rep[905]     9.708742e+00  9.803357e+00  1.010548e+01
  y_rep[906]     9.992344e+00  1.007987e+01  1.036013e+01
  y_rep[907]     9.618340e+00  9.707948e+00  9.986728e+00
  y_rep[908]     9.577900e+00  9.670011e+00  9.961936e+00
  y_rep[909]     9.337598e+00  9.422957e+00  9.717776e+00
  y_rep[910]     9.352505e+00  9.435616e+00  9.717567e+00
  y_rep[911]     9.309598e+00  9.403694e+00  9.688445e+00
  y_rep[912]     9.765714e+00  9.852823e+00  1.014442e+01
  y_rep[913]     9.547662e+00  9.636913e+00  9.961684e+00
  y_rep[914]     9.256079e+00  9.349383e+00  9.658000e+00
  y_rep[915]     9.699494e+00  9.786698e+00  1.010985e+01
  y_rep[916]     9.550438e+00  9.642071e+00  9.964043e+00
  y_rep[917]     9.503727e+00  9.595285e+00  9.924876e+00
  y_rep[918]     9.369583e+00  9.462162e+00  9.782305e+00
  y_rep[919]     9.381188e+00  9.462175e+00  9.818747e+00
  y_rep[920]     9.033577e+00  9.125144e+00  9.425838e+00
  y_rep[921]     9.192398e+00  9.284829e+00  9.597163e+00
  y_rep[922]     8.979459e+00  9.071732e+00  9.350285e+00
  y_rep[923]     9.009022e+00  9.102000e+00  9.400462e+00
  y_rep[924]     9.290324e+00  9.380737e+00  9.761210e+00
  y_rep[925]     9.265697e+00  9.352359e+00  9.612713e+00
  y_rep[926]     9.236725e+00  9.323684e+00  9.648025e+00
  y_rep[927]     9.267241e+00  9.356890e+00  9.647553e+00
  y_rep[928]     9.553370e+00  9.640930e+00  9.953929e+00
  y_rep[929]     9.289492e+00  9.373954e+00  9.650265e+00
  y_rep[930]     9.852907e+00  9.950663e+00  1.025068e+01
  y_rep[931]     9.898807e+00  9.985303e+00  1.030115e+01
  y_rep[932]     9.759019e+00  9.849788e+00  1.016398e+01
  y_rep[933]     9.572091e+00  9.656908e+00  9.966963e+00
  y_rep[934]     9.423641e+00  9.515239e+00  9.806891e+00
  y_rep[935]     9.420994e+00  9.509778e+00  9.800576e+00
  y_rep[936]     9.733316e+00  9.825484e+00  1.009984e+01
  y_rep[937]     9.884211e+00  9.973569e+00  1.022942e+01
  y_rep[938]     9.550214e+00  9.634855e+00  9.907685e+00
  y_rep[939]     9.538513e+00  9.626552e+00  9.894527e+00
  y_rep[940]     9.391041e+00  9.472996e+00  9.749462e+00
  y_rep[941]     9.371830e+00  9.463106e+00  9.752825e+00
  y_rep[942]     9.353173e+00  9.435086e+00  9.707734e+00
  y_rep[943]     9.536032e+00  9.627898e+00  9.938168e+00
  y_rep[944]     9.196773e+00  9.282094e+00  9.573045e+00
  y_rep[945]     9.199733e+00  9.289998e+00  9.572841e+00
  y_rep[946]     9.206547e+00  9.302782e+00  9.632243e+00
  y_rep[947]     8.827718e+00  8.920297e+00  9.277034e+00
  y_rep[948]     8.777601e+00  8.871060e+00  9.217486e+00
  y_rep[949]     8.460752e+00  8.548836e+00  8.823145e+00
  y_rep[950]     8.268472e+00  8.362285e+00  8.626653e+00
  y_rep[951]     8.132748e+00  8.225247e+00  8.509240e+00
  y_rep[952]     8.486338e+00  8.570057e+00  8.887634e+00
  y_rep[953]     8.174371e+00  8.270704e+00  8.656230e+00
  y_rep[954]     8.443052e+00  8.532246e+00  8.869894e+00
  y_rep[955]     8.489372e+00  8.580539e+00  8.850223e+00
  y_rep[956]     8.436357e+00  8.531888e+00  8.883005e+00
  y_rep[957]     8.389878e+00  8.477126e+00  8.758921e+00
  y_rep[958]     8.366807e+00  8.450386e+00  8.761725e+00
  y_rep[959]     8.207731e+00  8.299791e+00  8.598348e+00
  y_rep[960]     8.554656e+00  8.652218e+00  8.967495e+00
  y_rep[961]     8.995802e+00  9.083411e+00  9.423292e+00
  y_rep[962]     8.697081e+00  8.786135e+00  9.085306e+00
  y_rep[963]     8.744646e+00  8.838265e+00  9.166751e+00
  y_rep[964]     8.608043e+00  8.705281e+00  8.969913e+00
  y_rep[965]     9.142936e+00  9.237836e+00  9.554962e+00
  y_rep[966]     9.182762e+00  9.267747e+00  9.594278e+00
  y_rep[967]     9.307480e+00  9.400376e+00  9.693384e+00
  y_rep[968]     9.285788e+00  9.382495e+00  9.700560e+00
  y_rep[969]     9.368305e+00  9.449723e+00  9.712994e+00
  y_rep[970]     9.518472e+00  9.601803e+00  9.926978e+00
  y_rep[971]     9.984193e+00  1.007456e+01  1.036657e+01
  y_rep[972]     1.004887e+01  1.013976e+01  1.044417e+01
  y_rep[973]     1.037456e+01  1.047544e+01  1.076593e+01
  y_rep[974]     1.046362e+01  1.055502e+01  1.079315e+01
  y_rep[975]     1.051185e+01  1.059961e+01  1.091743e+01
  y_rep[976]     1.046164e+01  1.055040e+01  1.082383e+01
  y_rep[977]     1.043585e+01  1.052380e+01  1.081649e+01
  y_rep[978]     1.039279e+01  1.048218e+01  1.079541e+01
  y_rep[979]     1.104000e+01  1.113246e+01  1.142906e+01
  y_rep[980]     1.104301e+01  1.113316e+01  1.144669e+01
  y_rep[981]     1.107769e+01  1.117132e+01  1.145709e+01
  y_rep[982]     1.138265e+01  1.147038e+01  1.181507e+01
  y_rep[983]     1.153738e+01  1.162428e+01  1.190302e+01
  y_rep[984]     1.150415e+01  1.158905e+01  1.187610e+01
  y_rep[985]     1.177055e+01  1.185892e+01  1.213810e+01
  y_rep[986]     1.170378e+01  1.179322e+01  1.210476e+01
  y_rep[987]     1.166380e+01  1.175414e+01  1.206928e+01
  y_rep[988]     1.162579e+01  1.172021e+01  1.200326e+01
  y_rep[989]     1.216221e+01  1.225196e+01  1.255074e+01
  y_rep[990]     1.280775e+01  1.289522e+01  1.319125e+01
  y_rep[991]     1.283062e+01  1.292460e+01  1.325580e+01
  y_rep[992]     1.272165e+01  1.281187e+01  1.311601e+01
  y_rep[993]     1.261920e+01  1.269862e+01  1.299800e+01
  y_rep[994]     1.265888e+01  1.275224e+01  1.305691e+01
  y_rep[995]     1.259597e+01  1.268679e+01  1.298613e+01
  y_rep[996]     1.236402e+01  1.245207e+01  1.273316e+01
  y_rep[997]     1.242055e+01  1.251114e+01  1.280183e+01
  y_rep[998]     1.214705e+01  1.223874e+01  1.252823e+01
  y_rep[999]     1.210137e+01  1.219662e+01  1.250219e+01
  y_rep[1000]    1.227801e+01  1.236721e+01  1.262958e+01
  y_rep[1001]    1.225039e+01  1.234323e+01  1.264850e+01
  y_rep[1002]    1.183409e+01  1.192287e+01  1.224347e+01
  y_rep[1003]    1.225458e+01  1.234330e+01  1.262213e+01
  y_rep[1004]    1.202685e+01  1.211327e+01  1.241766e+01
  y_rep[1005]    1.172684e+01  1.182078e+01  1.214218e+01
  y_rep[1006]    1.172659e+01  1.181765e+01  1.212267e+01
  y_rep[1007]    1.191557e+01  1.201061e+01  1.233108e+01
  y_rep[1008]    1.161446e+01  1.170856e+01  1.203390e+01
  y_rep[1009]    1.157458e+01  1.166969e+01  1.195459e+01
  y_rep[1010]    1.146428e+01  1.154701e+01  1.184380e+01
  y_rep[1011]    1.129946e+01  1.138715e+01  1.167008e+01
  y_rep[1012]    1.054800e+01  1.063872e+01  1.093063e+01
  y_rep[1013]    1.037965e+01  1.047336e+01  1.074309e+01
  y_rep[1014]    1.043500e+01  1.052204e+01  1.082970e+01
  y_rep[1015]    1.035350e+01  1.043877e+01  1.074440e+01
  y_rep[1016]    1.026928e+01  1.036372e+01  1.066010e+01
  y_rep[1017]    1.020224e+01  1.028991e+01  1.063119e+01
  y_rep[1018]    1.027718e+01  1.037031e+01  1.070614e+01
  y_rep[1019]    1.053368e+01  1.062635e+01  1.092866e+01
  y_rep[1020]    1.078245e+01  1.087138e+01  1.114250e+01
  y_rep[1021]    1.109253e+01  1.118514e+01  1.157095e+01
  y_rep[1022]    1.108004e+01  1.117226e+01  1.148199e+01
  y_rep[1023]    1.073101e+01  1.082506e+01  1.113399e+01
  y_rep[1024]    1.079984e+01  1.089055e+01  1.120191e+01
  y_rep[1025]    1.130110e+01  1.139982e+01  1.171193e+01
  y_rep[1026]    1.070327e+01  1.079016e+01  1.106753e+01
  y_rep[1027]    1.070563e+01  1.079527e+01  1.107224e+01
  y_rep[1028]    1.051772e+01  1.061057e+01  1.098057e+01
  y_rep[1029]    1.067545e+01  1.077094e+01  1.110163e+01
  y_rep[1030]    1.057197e+01  1.066315e+01  1.100811e+01
  y_rep[1031]    1.047805e+01  1.056968e+01  1.084106e+01
  y_rep[1032]    1.057794e+01  1.066763e+01  1.092396e+01
  y_rep[1033]    1.069861e+01  1.079160e+01  1.108368e+01
  y_rep[1034]    1.077653e+01  1.086764e+01  1.122834e+01
  y_rep[1035]    1.072189e+01  1.080945e+01  1.111196e+01
  y_rep[1036]    1.064477e+01  1.073463e+01  1.105777e+01
  y_rep[1037]    1.086152e+01  1.094790e+01  1.122859e+01
  y_rep[1038]    1.128959e+01  1.138556e+01  1.171635e+01
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  y_rep[1040]    1.144959e+01  1.154303e+01  1.184675e+01
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  log_lik[1412] -9.974778e-02 -4.878515e-02  4.693709e-02
  log_lik[1413] -1.093547e+00 -1.054478e+00 -9.822022e-01
  log_lik[1414]  6.406386e-02  1.767700e-01  3.880304e-01
  log_lik[1415] -3.570170e+00 -3.487173e+00 -3.348966e+00
  log_lik[1416] -7.164449e-01 -6.681100e-01 -5.802037e-01
  log_lik[1417] -3.137902e-01 -2.721018e-01 -1.983301e-01
  log_lik[1418]  8.447858e-01  8.900574e-01  9.780529e-01
  log_lik[1419] -2.415986e+00 -2.339049e+00 -2.205875e+00
  log_lik[1420]  1.106818e+00  1.132615e+00  1.178554e+00
  log_lik[1421] -5.315530e-01 -4.884127e-01 -4.039893e-01
  log_lik[1422]  6.008640e-01  6.485916e-01  7.257494e-01
  log_lik[1423] -7.991653e-01 -7.427415e-01 -6.328759e-01
  log_lik[1424] -6.620490e+00 -6.450582e+00 -6.149575e+00
  log_lik[1425] -3.974438e+00 -3.856880e+00 -3.661696e+00
  log_lik[1426] -3.004633e-01 -2.278986e-01 -9.931988e-02
  log_lik[1427]  7.933737e-01  9.238700e-01  1.102843e+00
  log_lik[1428] -9.991770e-01 -8.608962e-01 -6.128622e-01
  log_lik[1429]  7.581388e-01  8.198267e-01  9.182706e-01
  log_lik[1430]  7.096476e-01  7.600666e-01  8.415468e-01
  log_lik[1431] -1.535403e-01 -4.687579e-02  1.304174e-01
  log_lik[1432]  6.532318e-01  7.558252e-01  9.419621e-01
  log_lik[1433] -2.511309e+00 -2.409336e+00 -2.234623e+00
  log_lik[1434]  1.054064e+00  1.084709e+00  1.138173e+00
  log_lik[1435]  2.989503e-01  3.721974e-01  4.989710e-01
  log_lik[1436]  8.899584e-01  9.484813e-01  1.039341e+00
  log_lik[1437]  1.065930e+00  1.095249e+00  1.143811e+00
  log_lik[1438] -4.950707e-01 -3.922448e-01 -1.826699e-01
  log_lik[1439] -1.170108e-01 -4.528077e-02  8.326796e-02
  log_lik[1440]  4.808851e-01  5.369328e-01  6.317637e-01
  log_lik[1441]  9.236420e-01  9.724378e-01  1.040804e+00
  log_lik[1442]  1.091606e+00  1.121208e+00  1.170478e+00
  log_lik[1443]  6.610686e-01  7.123483e-01  8.032254e-01
  log_lik[1444]  2.315212e-01  3.237586e-01  4.806058e-01
  log_lik[1445] -5.542469e-01 -4.705056e-01 -3.189592e-01
  log_lik[1446]  9.894900e-01  1.028059e+00  1.096590e+00
  log_lik[1447] -6.311396e-02  5.183081e-02  2.708411e-01
  log_lik[1448]  6.087444e-01  6.497678e-01  7.241739e-01
  log_lik[1449] -6.870602e-01 -6.409257e-01 -5.558320e-01
  log_lik[1450] -5.633860e+00 -5.505622e+00 -5.272114e+00
  log_lik[1451]  8.346045e-01  9.390635e-01  1.085206e+00
  log_lik[1452]  1.036281e+00  1.075440e+00  1.138160e+00
  log_lik[1453]  9.676788e-02  1.443591e-01  2.204170e-01
  log_lik[1454]  4.025288e-01  4.719656e-01  5.833761e-01
  log_lik[1455] -1.074024e+00 -9.751366e-01 -8.048818e-01
  log_lik[1456]  1.072325e+00  1.102557e+00  1.150704e+00
  log_lik[1457]  3.987018e-01  4.809155e-01  6.340633e-01
  log_lik[1458]  3.845784e-01  4.382315e-01  5.247605e-01
  log_lik[1459]  7.607782e-01  8.297741e-01  9.367520e-01
  log_lik[1460] -4.161644e+00 -4.086419e+00 -3.917353e+00
  y_hat          1.230555e+01  1.239192e+01  1.274409e+01
  lp__           1.326437e+03  1.327651e+03  1.329265e+03

, , chains = chain:2

               stats
parameter                mean           sd          2.5%           25%
  alpha          1.230530e+01  0.003806515  1.229821e+01  1.230269e+01
  beta[1]        6.277823e-01  0.101428693  4.297778e-01  5.553780e-01
  beta[2]        6.565948e-01  0.112180483  4.369192e-01  5.830092e-01
  beta[3]        1.907056e+00  0.120660554  1.671460e+00  1.826007e+00
  beta_mu[1]    -3.989330e-01 16.599269835 -3.243773e+01 -1.167900e+01
  beta_mu[2]     6.005707e-01 16.548857687 -3.061938e+01 -1.040815e+01
  beta_mu[3]     1.488301e+00 16.194473126 -3.080703e+01 -9.525443e+00
  sigma          1.162908e-01  0.004088672  1.083801e-01  1.134204e-01
  nu             2.704783e+00  0.216957753  2.297984e+00  2.562976e+00
  mu[1]          1.651804e+01  0.007596615  1.650338e+01  1.651299e+01
  mu[2]          1.685617e+01  0.008316829  1.683991e+01  1.685048e+01
  mu[3]          1.641260e+01  0.009669184  1.639352e+01  1.640602e+01
  mu[4]          1.709886e+01  0.008612737  1.708258e+01  1.709268e+01
  mu[5]          1.715312e+01  0.018884549  1.711797e+01  1.713983e+01
  mu[6]          1.769488e+01  0.010719236  1.767359e+01  1.768773e+01
  mu[7]          1.735246e+01  0.015467948  1.732231e+01  1.734240e+01
  mu[8]          1.763644e+01  0.021164112  1.759458e+01  1.762157e+01
  mu[9]          1.735272e+01  0.008541752  1.733631e+01  1.734692e+01
  mu[10]         1.780506e+01  0.009294985  1.778707e+01  1.779859e+01
  mu[11]         1.801509e+01  0.009273784  1.799696e+01  1.800879e+01
  mu[12]         1.914833e+01  0.011206806  1.912729e+01  1.914036e+01
  mu[13]         1.895691e+01  0.009990385  1.893756e+01  1.895023e+01
  mu[14]         1.843065e+01  0.009900483  1.841146e+01  1.842391e+01
  mu[15]         1.750620e+01  0.022311898  1.746425e+01  1.749044e+01
  mu[16]         1.688498e+01  0.007936522  1.686988e+01  1.687953e+01
  mu[17]         1.720080e+01  0.013833079  1.717431e+01  1.719155e+01
  mu[18]         1.746816e+01  0.009978576  1.744941e+01  1.746110e+01
  mu[19]         1.719998e+01  0.008625531  1.718269e+01  1.719416e+01
  mu[20]         1.648313e+01  0.010147163  1.646336e+01  1.647579e+01
  mu[21]         1.624288e+01  0.007980388  1.622704e+01  1.623725e+01
  mu[22]         1.638803e+01  0.007103857  1.637451e+01  1.638334e+01
  mu[23]         1.634512e+01  0.008376982  1.632892e+01  1.633936e+01
  mu[24]         1.683931e+01  0.007887312  1.682432e+01  1.683393e+01
  mu[25]         1.693177e+01  0.007896287  1.691644e+01  1.692654e+01
  mu[26]         1.618924e+01  0.010666035  1.616796e+01  1.618205e+01
  mu[27]         1.606031e+01  0.009989367  1.604127e+01  1.605349e+01
  mu[28]         1.584654e+01  0.013220778  1.582049e+01  1.583778e+01
  mu[29]         1.543810e+01  0.006355940  1.542573e+01  1.543379e+01
  mu[30]         1.523818e+01  0.008577256  1.522102e+01  1.523217e+01
  mu[31]         1.531769e+01  0.010112504  1.529776e+01  1.531127e+01
  mu[32]         1.467611e+01  0.009368842  1.465848e+01  1.466949e+01
  mu[33]         1.415271e+01  0.006251678  1.414057e+01  1.414860e+01
  mu[34]         1.393589e+01  0.005122052  1.392588e+01  1.393230e+01
  mu[35]         1.322650e+01  0.017556282  1.319362e+01  1.321384e+01
  mu[36]         1.317183e+01  0.006133350  1.315983e+01  1.316758e+01
  mu[37]         1.361217e+01  0.008419458  1.359562e+01  1.360647e+01
  mu[38]         1.481105e+01  0.021661569  1.476932e+01  1.479670e+01
  mu[39]         1.522422e+01  0.006106819  1.521259e+01  1.522008e+01
  mu[40]         1.479082e+01  0.006960635  1.477757e+01  1.478615e+01
  mu[41]         1.468703e+01  0.005600175  1.467604e+01  1.468321e+01
  mu[42]         1.489566e+01  0.006907978  1.488274e+01  1.489069e+01
  mu[43]         1.475409e+01  0.005429733  1.474351e+01  1.475044e+01
  mu[44]         1.522744e+01  0.009307451  1.520905e+01  1.522105e+01
  mu[45]         1.463151e+01  0.007014627  1.461763e+01  1.462686e+01
  mu[46]         1.376799e+01  0.008472879  1.375190e+01  1.376216e+01
  mu[47]         1.360694e+01  0.008605057  1.359004e+01  1.360159e+01
  mu[48]         1.380729e+01  0.006531723  1.379483e+01  1.380269e+01
  mu[49]         1.449995e+01  0.009818817  1.448062e+01  1.449339e+01
  mu[50]         1.493858e+01  0.008987502  1.492141e+01  1.493228e+01
  mu[51]         1.501341e+01  0.009104508  1.499497e+01  1.500708e+01
  mu[52]         1.440331e+01  0.009276547  1.438532e+01  1.439746e+01
  mu[53]         1.424260e+01  0.005217359  1.423232e+01  1.423900e+01
  mu[54]         1.432348e+01  0.005578001  1.431275e+01  1.431962e+01
  mu[55]         1.423839e+01  0.009336541  1.422055e+01  1.423200e+01
  mu[56]         1.432666e+01  0.005262202  1.431640e+01  1.432307e+01
  mu[57]         1.450397e+01  0.008705660  1.448691e+01  1.449837e+01
  mu[58]         1.471714e+01  0.005546777  1.470635e+01  1.471332e+01
  mu[59]         1.412127e+01  0.006066419  1.410949e+01  1.411721e+01
  mu[60]         1.394840e+01  0.005366967  1.393814e+01  1.394478e+01
  mu[61]         1.308044e+01  0.018681988  1.304407e+01  1.306771e+01
  mu[62]         1.303977e+01  0.005307026  1.303020e+01  1.303601e+01
  mu[63]         1.416525e+01  0.005929755  1.415423e+01  1.416112e+01
  mu[64]         1.397937e+01  0.005256293  1.396972e+01  1.397566e+01
  mu[65]         1.357659e+01  0.006217093  1.356465e+01  1.357246e+01
  mu[66]         1.328359e+01  0.005034139  1.327427e+01  1.328027e+01
  mu[67]         1.338852e+01  0.004928310  1.337908e+01  1.338521e+01
  mu[68]         1.355906e+01  0.005585073  1.354829e+01  1.355529e+01
  mu[69]         1.387606e+01  0.008608108  1.385948e+01  1.387012e+01
  mu[70]         1.402817e+01  0.006629389  1.401486e+01  1.402353e+01
  mu[71]         1.381908e+01  0.007350920  1.380460e+01  1.381448e+01
  mu[72]         1.289510e+01  0.010421916  1.287547e+01  1.288764e+01
  mu[73]         1.234741e+01  0.004499952  1.233910e+01  1.234435e+01
  mu[74]         1.226329e+01  0.004123601  1.225552e+01  1.226047e+01
  mu[75]         1.219198e+01  0.004717381  1.218318e+01  1.218874e+01
  mu[76]         1.292918e+01  0.006716400  1.291610e+01  1.292467e+01
  mu[77]         1.295642e+01  0.004203983  1.294891e+01  1.295351e+01
  mu[78]         1.285649e+01  0.004476258  1.284844e+01  1.285334e+01
  mu[79]         1.240211e+01  0.004971995  1.239255e+01  1.239867e+01
  mu[80]         1.238487e+01  0.007110345  1.237089e+01  1.238000e+01
  mu[81]         1.234154e+01  0.004375498  1.233324e+01  1.233859e+01
  mu[82]         1.249749e+01  0.004086323  1.249002e+01  1.249459e+01
  mu[83]         1.269145e+01  0.005081896  1.268149e+01  1.268796e+01
  mu[84]         1.295136e+01  0.007762814  1.293651e+01  1.294601e+01
  mu[85]         1.261342e+01  0.005112556  1.260370e+01  1.261018e+01
  mu[86]         1.209772e+01  0.008169571  1.208132e+01  1.209215e+01
  mu[87]         1.283737e+01  0.009082987  1.281964e+01  1.283120e+01
  mu[88]         1.312165e+01  0.004840687  1.311291e+01  1.311828e+01
  mu[89]         1.307749e+01  0.006317910  1.306532e+01  1.307315e+01
  mu[90]         1.379785e+01  0.010096786  1.377862e+01  1.379067e+01
  mu[91]         1.380729e+01  0.005347348  1.379697e+01  1.380367e+01
  mu[92]         1.345686e+01  0.004672158  1.344801e+01  1.345376e+01
  mu[93]         1.314223e+01  0.004409309  1.313389e+01  1.313921e+01
  mu[94]         1.338101e+01  0.005409704  1.337058e+01  1.337719e+01
  mu[95]         1.338562e+01  0.005969095  1.337437e+01  1.338183e+01
  mu[96]         1.359286e+01  0.006624576  1.358005e+01  1.358863e+01
  mu[97]         1.374471e+01  0.005219634  1.373454e+01  1.374121e+01
  mu[98]         1.349574e+01  0.006213453  1.348378e+01  1.349164e+01
  mu[99]         1.302807e+01  0.004779034  1.301898e+01  1.302474e+01
  mu[100]        1.280788e+01  0.004317154  1.279994e+01  1.280492e+01
  mu[101]        1.278179e+01  0.008636298  1.276497e+01  1.277640e+01
  mu[102]        1.318790e+01  0.006087975  1.317662e+01  1.318368e+01
  mu[103]        1.414570e+01  0.005273723  1.413587e+01  1.414208e+01
  mu[104]        1.369833e+01  0.011949627  1.367423e+01  1.369039e+01
  mu[105]        1.346573e+01  0.006335940  1.345354e+01  1.346152e+01
  mu[106]        1.336961e+01  0.005432813  1.335958e+01  1.336589e+01
  mu[107]        1.288199e+01  0.004616991  1.287300e+01  1.287886e+01
  mu[108]        1.294467e+01  0.005522388  1.293387e+01  1.294096e+01
  mu[109]        1.347987e+01  0.006309394  1.346757e+01  1.347558e+01
  mu[110]        1.341034e+01  0.007903331  1.339502e+01  1.340521e+01
  mu[111]        1.285886e+01  0.005364960  1.284848e+01  1.285519e+01
  mu[112]        1.279504e+01  0.005969587  1.278384e+01  1.279105e+01
  mu[113]        1.186968e+01  0.010026939  1.185058e+01  1.186256e+01
  mu[114]        1.138403e+01  0.003999695  1.137636e+01  1.138125e+01
  mu[115]        1.156932e+01  0.006637199  1.155696e+01  1.156479e+01
  mu[116]        1.209927e+01  0.010861071  1.207780e+01  1.209194e+01
  mu[117]        1.208650e+01  0.007822123  1.207163e+01  1.208102e+01
  mu[118]        1.167263e+01  0.004592855  1.166394e+01  1.166945e+01
  mu[119]        1.154491e+01  0.004484269  1.153665e+01  1.154174e+01
  mu[120]        1.119624e+01  0.004126308  1.118836e+01  1.119336e+01
  mu[121]        1.117042e+01  0.004477698  1.116183e+01  1.116743e+01
  mu[122]        1.161807e+01  0.005586112  1.160708e+01  1.161447e+01
  mu[123]        1.198108e+01  0.004817899  1.197181e+01  1.197784e+01
  mu[124]        1.208129e+01  0.003793359  1.207438e+01  1.207865e+01
  mu[125]        1.197093e+01  0.010323861  1.194966e+01  1.196422e+01
  mu[126]        1.147257e+01  0.006847573  1.145909e+01  1.146785e+01
  mu[127]        1.110831e+01  0.006537627  1.109592e+01  1.110386e+01
  mu[128]        1.123288e+01  0.004824565  1.122354e+01  1.122955e+01
  mu[129]        1.129455e+01  0.006194046  1.128227e+01  1.129040e+01
  mu[130]        1.147633e+01  0.004529653  1.146756e+01  1.147308e+01
  mu[131]        1.144303e+01  0.003996777  1.143560e+01  1.144014e+01
  mu[132]        1.085991e+01  0.005599151  1.084908e+01  1.085608e+01
  mu[133]        1.056468e+01  0.006761664  1.055138e+01  1.056005e+01
  mu[134]        1.069405e+01  0.004310647  1.068599e+01  1.069106e+01
  mu[135]        1.090804e+01  0.003994797  1.090058e+01  1.090529e+01
  mu[136]        1.078326e+01  0.004782655  1.077410e+01  1.077992e+01
  mu[137]        1.153772e+01  0.008367575  1.152198e+01  1.153206e+01
  mu[138]        1.151190e+01  0.006586524  1.149881e+01  1.150722e+01
  mu[139]        1.107979e+01  0.003894643  1.107258e+01  1.107700e+01
  mu[140]        1.081638e+01  0.005315238  1.080617e+01  1.081264e+01
  mu[141]        1.164912e+01  0.010292083  1.162872e+01  1.164236e+01
  mu[142]        1.124507e+01  0.007164469  1.123135e+01  1.124011e+01
  mu[143]        1.135631e+01  0.003952845  1.134883e+01  1.135352e+01
  mu[144]        1.129616e+01  0.003905419  1.128878e+01  1.129340e+01
  mu[145]        1.053498e+01  0.007516388  1.052019e+01  1.053008e+01
  mu[146]        1.024729e+01  0.004270615  1.023920e+01  1.024438e+01
  mu[147]        1.027570e+01  0.005987129  1.026403e+01  1.027147e+01
  mu[148]        1.064650e+01  0.004763421  1.063705e+01  1.064326e+01
  mu[149]        1.058028e+01  0.005336571  1.057026e+01  1.057646e+01
  mu[150]        1.084676e+01  0.004018373  1.083902e+01  1.084405e+01
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  mu[1369]       7.925870e+00  0.006238128  7.913555e+00  7.921638e+00
  mu[1370]       7.722059e+00  0.008585972  7.705555e+00  7.715863e+00
  mu[1371]       7.542089e+00  0.007208576  7.527560e+00  7.537274e+00
  mu[1372]       8.020981e+00  0.007409977  8.006875e+00  8.015782e+00
  mu[1373]       8.297183e+00  0.007094897  8.283046e+00  8.292453e+00
  mu[1374]       7.994667e+00  0.007071421  7.980226e+00  7.990033e+00
  mu[1375]       7.881983e+00  0.006120147  7.869694e+00  7.877867e+00
  mu[1376]       7.771165e+00  0.006878818  7.757388e+00  7.766732e+00
  mu[1377]       7.670621e+00  0.006324787  7.657884e+00  7.666329e+00
  mu[1378]       7.759976e+00  0.006793984  7.746776e+00  7.755380e+00
  mu[1379]       7.809115e+00  0.006534254  7.796206e+00  7.804501e+00
  mu[1380]       7.479074e+00  0.008612987  7.462155e+00  7.472959e+00
  mu[1381]       7.836428e+00  0.007597361  7.821977e+00  7.831215e+00
  mu[1382]       8.132624e+00  0.006104479  8.120540e+00  8.128563e+00
  mu[1383]       8.015459e+00  0.008255413  7.998893e+00  8.010042e+00
  mu[1384]       8.463780e+00  0.006176173  8.452107e+00  8.459463e+00
  mu[1385]       8.630502e+00  0.007547647  8.616377e+00  8.625202e+00
  mu[1386]       8.433342e+00  0.005816691  8.421897e+00  8.429447e+00
  mu[1387]       8.491422e+00  0.006099050  8.479892e+00  8.487203e+00
  mu[1388]       8.417253e+00  0.006137219  8.404946e+00  8.413326e+00
  mu[1389]       8.294356e+00  0.008038327  8.277697e+00  8.288881e+00
  mu[1390]       8.374154e+00  0.006266858  8.361778e+00  8.370003e+00
  mu[1391]       8.348906e+00  0.006221245  8.336881e+00  8.344519e+00
  mu[1392]       8.251401e+00  0.005925723  8.239839e+00  8.247319e+00
  mu[1393]       8.241054e+00  0.008190313  8.224725e+00  8.235854e+00
  mu[1394]       8.123076e+00  0.006845851  8.109643e+00  8.118309e+00
  mu[1395]       7.851206e+00  0.006484269  7.838546e+00  7.846964e+00
  mu[1396]       8.242053e+00  0.008158006  8.225756e+00  8.236840e+00
  mu[1397]       8.114423e+00  0.006547324  8.102072e+00  8.109937e+00
  mu[1398]       8.780736e+00  0.005850047  8.769044e+00  8.776835e+00
  mu[1399]       9.803705e+00  0.011159711  9.783088e+00  9.796112e+00
  mu[1400]       9.355708e+00  0.006990069  9.341354e+00  9.351028e+00
  mu[1401]       9.564048e+00  0.006699590  9.550668e+00  9.559572e+00
  mu[1402]       9.825891e+00  0.007527609  9.811583e+00  9.820888e+00
  mu[1403]       1.000033e+01  0.004704405  9.991372e+00  9.997150e+00
  mu[1404]       9.883276e+00  0.006069095  9.870970e+00  9.879111e+00
  mu[1405]       9.765239e+00  0.006685015  9.751950e+00  9.760937e+00
  mu[1406]       9.789177e+00  0.006645128  9.776653e+00  9.784802e+00
  mu[1407]       9.656968e+00  0.005817973  9.645512e+00  9.652876e+00
  mu[1408]       9.756271e+00  0.007572600  9.742122e+00  9.750967e+00
  mu[1409]       1.002012e+01  0.007079642  1.000596e+01  1.001526e+01
  mu[1410]       9.963951e+00  0.006562140  9.951594e+00  9.959374e+00
  mu[1411]       1.021866e+01  0.009102357  1.020118e+01  1.021253e+01
  mu[1412]       1.011284e+01  0.006966884  1.009894e+01  1.010832e+01
  mu[1413]       1.021181e+01  0.004420624  1.020352e+01  1.020884e+01
  mu[1414]       1.090290e+01  0.017126282  1.087003e+01  1.089131e+01
  mu[1415]       1.359361e+01  0.013316202  1.356801e+01  1.358457e+01
  mu[1416]       1.328540e+01  0.006632356  1.327264e+01  1.328093e+01
  mu[1417]       1.364933e+01  0.004751831  1.364048e+01  1.364616e+01
  mu[1418]       1.376366e+01  0.009925970  1.374460e+01  1.375705e+01
  mu[1419]       1.399591e+01  0.013974292  1.396785e+01  1.398679e+01
  mu[1420]       1.473666e+01  0.011616756  1.471393e+01  1.472890e+01
  mu[1421]       1.462719e+01  0.005391447  1.461674e+01  1.462348e+01
  mu[1422]       1.450891e+01  0.008032950  1.449350e+01  1.450305e+01
  mu[1423]       1.506130e+01  0.008011613  1.504536e+01  1.505592e+01
  mu[1424]       1.849347e+01  0.028793860  1.843673e+01  1.847366e+01
  mu[1425]       1.794692e+01  0.025438650  1.789590e+01  1.793007e+01
  mu[1426]       1.727509e+01  0.010036645  1.725651e+01  1.726779e+01
  mu[1427]       1.796186e+01  0.029506394  1.790229e+01  1.794152e+01
  mu[1428]       1.803360e+01  0.021964137  1.799015e+01  1.801908e+01
  mu[1429]       1.762772e+01  0.011741949  1.760498e+01  1.761991e+01
  mu[1430]       1.779279e+01  0.008633546  1.777550e+01  1.778724e+01
  mu[1431]       1.854763e+01  0.014681549  1.851929e+01  1.853735e+01
  mu[1432]       1.851210e+01  0.020835985  1.847149e+01  1.849814e+01
  mu[1433]       1.889717e+01  0.018245206  1.886249e+01  1.888529e+01
  mu[1434]       1.840038e+01  0.009474011  1.838169e+01  1.839413e+01
  mu[1435]       1.843519e+01  0.011216472  1.841421e+01  1.842725e+01
  mu[1436]       1.823153e+01  0.013324058  1.820489e+01  1.822294e+01
  mu[1437]       1.826646e+01  0.009555095  1.824774e+01  1.825989e+01
  mu[1438]       1.783061e+01  0.016036745  1.779955e+01  1.781985e+01
  mu[1439]       1.817650e+01  0.010033732  1.815754e+01  1.816939e+01
  mu[1440]       1.776309e+01  0.008843195  1.774565e+01  1.775689e+01
  mu[1441]       1.765977e+01  0.010467070  1.763977e+01  1.765280e+01
  mu[1442]       1.698139e+01  0.014344044  1.695279e+01  1.697217e+01
  mu[1443]       1.685972e+01  0.009218957  1.684231e+01  1.685336e+01
  mu[1444]       1.698260e+01  0.013956042  1.695541e+01  1.697368e+01
  mu[1445]       1.686924e+01  0.012211554  1.684584e+01  1.686104e+01
  mu[1446]       1.585679e+01  0.011421570  1.583540e+01  1.584872e+01
  mu[1447]       1.456209e+01  0.018214340  1.452817e+01  1.454930e+01
  mu[1448]       1.443262e+01  0.007194307  1.441856e+01  1.442791e+01
  mu[1449]       1.433654e+01  0.005378568  1.432612e+01  1.433287e+01
  mu[1450]       1.347644e+01  0.012938543  1.345169e+01  1.346715e+01
  mu[1451]       1.496858e+01  0.023766286  1.492171e+01  1.495293e+01
  mu[1452]       1.471336e+01  0.012989841  1.468780e+01  1.470491e+01
  mu[1453]       1.550708e+01  0.006224690  1.549505e+01  1.550291e+01
  mu[1454]       1.542946e+01  0.010504534  1.540890e+01  1.542240e+01
  mu[1455]       1.553262e+01  0.015065020  1.550334e+01  1.552263e+01
  mu[1456]       1.594449e+01  0.010018103  1.592587e+01  1.593745e+01
  mu[1457]       1.625078e+01  0.013740936  1.622487e+01  1.624114e+01
  mu[1458]       1.580309e+01  0.007840270  1.578789e+01  1.579773e+01
  mu[1459]       1.609525e+01  0.013149076  1.606903e+01  1.608572e+01
  mu[1460]       1.628627e+01  0.007204141  1.627240e+01  1.628124e+01
  y_rep[1]       1.650904e+01  0.216795743  1.613610e+01  1.642628e+01
  y_rep[2]       1.686020e+01  0.199795391  1.649803e+01  1.677126e+01
  y_rep[3]       1.642312e+01  0.198155576  1.603394e+01  1.632974e+01
  y_rep[4]       1.710469e+01  0.258686922  1.672567e+01  1.701606e+01
  y_rep[5]       1.716348e+01  0.220093022  1.678721e+01  1.706595e+01
  y_rep[6]       1.769395e+01  0.229055624  1.724159e+01  1.759768e+01
  y_rep[7]       1.736575e+01  0.204771794  1.700701e+01  1.727148e+01
  y_rep[8]       1.763476e+01  0.214674709  1.728088e+01  1.754174e+01
  y_rep[9]       1.735381e+01  0.217670443  1.696479e+01  1.726187e+01
  y_rep[10]      1.780954e+01  0.191909449  1.744304e+01  1.772234e+01
  y_rep[11]      1.802587e+01  0.194693069  1.768400e+01  1.793144e+01
  y_rep[12]      1.915176e+01  0.230531649  1.872897e+01  1.905355e+01
  y_rep[13]      1.896190e+01  0.221212869  1.857412e+01  1.886757e+01
  y_rep[14]      1.842554e+01  0.250764927  1.802832e+01  1.834084e+01
  y_rep[15]      1.751528e+01  0.458366320  1.711237e+01  1.742253e+01
  y_rep[16]      1.689380e+01  0.204939921  1.649247e+01  1.679591e+01
  y_rep[17]      1.720296e+01  0.325547936  1.683142e+01  1.711137e+01
  y_rep[18]      1.747380e+01  0.221323400  1.706700e+01  1.738363e+01
  y_rep[19]      1.720279e+01  0.240636729  1.683666e+01  1.710960e+01
  y_rep[20]      1.647541e+01  0.212703899  1.611496e+01  1.638676e+01
  y_rep[21]      1.623467e+01  0.200858106  1.584065e+01  1.614721e+01
  y_rep[22]      1.638119e+01  0.204432330  1.599085e+01  1.629508e+01
  y_rep[23]      1.633203e+01  0.231198831  1.588414e+01  1.624615e+01
  y_rep[24]      1.682566e+01  0.199618768  1.641966e+01  1.674426e+01
  y_rep[25]      1.693814e+01  0.186842052  1.654486e+01  1.684826e+01
  y_rep[26]      1.617966e+01  0.231623182  1.577877e+01  1.609804e+01
  y_rep[27]      1.606520e+01  0.193448572  1.573070e+01  1.596967e+01
  y_rep[28]      1.584957e+01  0.240600084  1.550664e+01  1.575697e+01
  y_rep[29]      1.543355e+01  0.194860223  1.504389e+01  1.534794e+01
  y_rep[30]      1.523563e+01  0.186275222  1.483972e+01  1.515022e+01
  y_rep[31]      1.531131e+01  0.198175030  1.492801e+01  1.522850e+01
  y_rep[32]      1.469457e+01  0.238117052  1.433516e+01  1.459354e+01
  y_rep[33]      1.415218e+01  0.186861732  1.378207e+01  1.406936e+01
  y_rep[34]      1.393557e+01  0.234043712  1.354988e+01  1.383690e+01
  y_rep[35]      1.322749e+01  0.255253684  1.284453e+01  1.313108e+01
  y_rep[36]      1.317457e+01  0.213364753  1.278735e+01  1.308470e+01
  y_rep[37]      1.361557e+01  0.211223366  1.321496e+01  1.353238e+01
  y_rep[38]      1.480806e+01  0.235798421  1.441554e+01  1.471864e+01
  y_rep[39]      1.522266e+01  0.209150325  1.484100e+01  1.513048e+01
  y_rep[40]      1.479989e+01  0.206740536  1.443047e+01  1.470499e+01
  y_rep[41]      1.468185e+01  0.242122133  1.428469e+01  1.459359e+01
  y_rep[42]      1.489591e+01  0.232961961  1.449094e+01  1.480237e+01
  y_rep[43]      1.475757e+01  0.200639206  1.435750e+01  1.466779e+01
  y_rep[44]      1.523018e+01  0.235304196  1.485541e+01  1.514299e+01
  y_rep[45]      1.463408e+01  0.194878578  1.423355e+01  1.454524e+01
  y_rep[46]      1.377735e+01  0.205919788  1.340016e+01  1.367903e+01
  y_rep[47]      1.360179e+01  0.204709776  1.320693e+01  1.351639e+01
  y_rep[48]      1.380109e+01  0.214171817  1.336675e+01  1.370978e+01
  y_rep[49]      1.449518e+01  0.202136103  1.409281e+01  1.440502e+01
  y_rep[50]      1.493807e+01  0.245915793  1.451809e+01  1.484663e+01
  y_rep[51]      1.501006e+01  0.232735092  1.461612e+01  1.491854e+01
  y_rep[52]      1.439949e+01  0.219893069  1.398169e+01  1.430939e+01
  y_rep[53]      1.423420e+01  0.205449801  1.385190e+01  1.415160e+01
  y_rep[54]      1.432028e+01  0.211888863  1.391553e+01  1.423100e+01
  y_rep[55]      1.424251e+01  0.200996103  1.384912e+01  1.415261e+01
  y_rep[56]      1.432882e+01  0.208917167  1.392674e+01  1.423857e+01
  y_rep[57]      1.449685e+01  0.205238138  1.405393e+01  1.441921e+01
  y_rep[58]      1.470289e+01  0.206518733  1.430055e+01  1.460894e+01
  y_rep[59]      1.411766e+01  0.206933238  1.371485e+01  1.403215e+01
  y_rep[60]      1.394842e+01  0.246450513  1.353816e+01  1.385786e+01
  y_rep[61]      1.308744e+01  0.216885423  1.269530e+01  1.298907e+01
  y_rep[62]      1.303768e+01  0.235564567  1.261582e+01  1.295169e+01
  y_rep[63]      1.415938e+01  0.242494638  1.381131e+01  1.407271e+01
  y_rep[64]      1.397641e+01  0.217486763  1.361489e+01  1.389186e+01
  y_rep[65]      1.357759e+01  0.190113376  1.322177e+01  1.348469e+01
  y_rep[66]      1.328865e+01  0.209944603  1.287569e+01  1.320175e+01
  y_rep[67]      1.340958e+01  0.240817481  1.303107e+01  1.330301e+01
  y_rep[68]      1.356365e+01  0.204505284  1.315968e+01  1.347235e+01
  y_rep[69]      1.387111e+01  0.208805093  1.346293e+01  1.378387e+01
  y_rep[70]      1.402746e+01  0.220011940  1.358456e+01  1.394275e+01
  y_rep[71]      1.381665e+01  0.221159007  1.342194e+01  1.372737e+01
  y_rep[72]      1.290143e+01  0.216533952  1.247303e+01  1.281126e+01
  y_rep[73]      1.234071e+01  0.216460434  1.193242e+01  1.225671e+01
  y_rep[74]      1.226926e+01  0.206493172  1.188985e+01  1.217939e+01
  y_rep[75]      1.220610e+01  0.183638438  1.186806e+01  1.211221e+01
  y_rep[76]      1.293041e+01  0.275783851  1.253334e+01  1.284425e+01
  y_rep[77]      1.295340e+01  0.249314241  1.250795e+01  1.286608e+01
  y_rep[78]      1.286083e+01  0.201924976  1.252321e+01  1.276605e+01
  y_rep[79]      1.239632e+01  0.200485879  1.199137e+01  1.231601e+01
  y_rep[80]      1.238308e+01  0.180344515  1.201455e+01  1.229804e+01
  y_rep[81]      1.233017e+01  0.224962657  1.192360e+01  1.224391e+01
  y_rep[82]      1.249289e+01  0.215187248  1.210897e+01  1.240571e+01
  y_rep[83]      1.269935e+01  0.229555503  1.233022e+01  1.260319e+01
  y_rep[84]      1.294008e+01  0.216703679  1.250175e+01  1.285880e+01
  y_rep[85]      1.260769e+01  0.210755064  1.219885e+01  1.251952e+01
  y_rep[86]      1.210116e+01  0.204389685  1.174200e+01  1.202283e+01
  y_rep[87]      1.283617e+01  0.220051969  1.238939e+01  1.274382e+01
  y_rep[88]      1.312580e+01  0.219467222  1.271874e+01  1.303439e+01
  y_rep[89]      1.307647e+01  0.196732028  1.267487e+01  1.298956e+01
  y_rep[90]      1.379497e+01  0.205165640  1.341250e+01  1.370488e+01
  y_rep[91]      1.380435e+01  0.208756715  1.342104e+01  1.372096e+01
  y_rep[92]      1.346094e+01  0.200785305  1.309187e+01  1.336881e+01
  y_rep[93]      1.314349e+01  0.220939912  1.273453e+01  1.305503e+01
  y_rep[94]      1.338517e+01  0.280880795  1.300240e+01  1.328900e+01
  y_rep[95]      1.338904e+01  0.241291261  1.301508e+01  1.329878e+01
  y_rep[96]      1.359730e+01  0.197768522  1.317697e+01  1.350701e+01
  y_rep[97]      1.374681e+01  0.209622069  1.335777e+01  1.365426e+01
  y_rep[98]      1.348366e+01  0.218369219  1.304475e+01  1.339588e+01
  y_rep[99]      1.302185e+01  0.219600585  1.266332e+01  1.293759e+01
  y_rep[100]     1.281269e+01  0.218444790  1.243283e+01  1.272424e+01
  y_rep[101]     1.278216e+01  0.237760696  1.242984e+01  1.269231e+01
  y_rep[102]     1.318797e+01  0.208848348  1.276077e+01  1.310267e+01
  y_rep[103]     1.414878e+01  0.207225537  1.374201e+01  1.406093e+01
  y_rep[104]     1.369847e+01  0.208577635  1.332806e+01  1.361039e+01
  y_rep[105]     1.346348e+01  0.223088525  1.306734e+01  1.337665e+01
  y_rep[106]     1.336961e+01  0.228353585  1.302178e+01  1.328175e+01
  y_rep[107]     1.287839e+01  0.214161586  1.250321e+01  1.279402e+01
  y_rep[108]     1.294749e+01  0.235707169  1.254571e+01  1.285263e+01
  y_rep[109]     1.348141e+01  0.215167232  1.309226e+01  1.339128e+01
  y_rep[110]     1.340969e+01  0.210558000  1.303395e+01  1.332455e+01
  y_rep[111]     1.285680e+01  0.219037639  1.245202e+01  1.276550e+01
  y_rep[112]     1.279701e+01  0.202935349  1.243389e+01  1.270660e+01
  y_rep[113]     1.187273e+01  0.245420958  1.146078e+01  1.178803e+01
  y_rep[114]     1.138211e+01  0.216471396  1.099389e+01  1.129028e+01
  y_rep[115]     1.157728e+01  0.227909137  1.119996e+01  1.147992e+01
  y_rep[116]     1.209085e+01  0.237225787  1.169174e+01  1.200947e+01
  y_rep[117]     1.208117e+01  0.234194713  1.161280e+01  1.199610e+01
  y_rep[118]     1.166490e+01  0.207980870  1.125678e+01  1.158176e+01
  y_rep[119]     1.153999e+01  0.215479270  1.108549e+01  1.146349e+01
  y_rep[120]     1.118988e+01  0.217050454  1.080838e+01  1.109764e+01
  y_rep[121]     1.117544e+01  0.199040361  1.080728e+01  1.107696e+01
  y_rep[122]     1.162149e+01  0.249809754  1.120285e+01  1.152750e+01
  y_rep[123]     1.197405e+01  0.220534151  1.158694e+01  1.188803e+01
  y_rep[124]     1.208172e+01  0.219566082  1.160139e+01  1.199829e+01
  y_rep[125]     1.196999e+01  0.222237357  1.158330e+01  1.187182e+01
  y_rep[126]     1.147253e+01  0.212312594  1.108235e+01  1.138004e+01
  y_rep[127]     1.110846e+01  0.218522339  1.071625e+01  1.102253e+01
  y_rep[128]     1.124325e+01  0.224070448  1.086576e+01  1.114645e+01
  y_rep[129]     1.129115e+01  0.228245244  1.091550e+01  1.120953e+01
  y_rep[130]     1.147253e+01  0.223662593  1.105390e+01  1.138061e+01
  y_rep[131]     1.143874e+01  0.226262692  1.100662e+01  1.135343e+01
  y_rep[132]     1.085595e+01  0.237923848  1.044646e+01  1.076613e+01
  y_rep[133]     1.056619e+01  0.232110433  1.018748e+01  1.046845e+01
  y_rep[134]     1.068844e+01  0.194084320  1.031596e+01  1.059872e+01
  y_rep[135]     1.089638e+01  0.281625259  1.050915e+01  1.081868e+01
  y_rep[136]     1.077079e+01  0.222676324  1.031699e+01  1.068836e+01
  y_rep[137]     1.154078e+01  0.189031706  1.118864e+01  1.144601e+01
  y_rep[138]     1.151629e+01  0.244594399  1.109236e+01  1.141867e+01
  y_rep[139]     1.107922e+01  0.214721870  1.066612e+01  1.098679e+01
  y_rep[140]     1.083115e+01  0.641748297  1.041497e+01  1.071818e+01
  y_rep[141]     1.164710e+01  0.185599738  1.123810e+01  1.155836e+01
  y_rep[142]     1.125407e+01  0.243813242  1.086938e+01  1.115174e+01
  y_rep[143]     1.135850e+01  0.209216165  1.096170e+01  1.127262e+01
  y_rep[144]     1.126598e+01  0.775734178  1.087980e+01  1.120474e+01
  y_rep[145]     1.052613e+01  0.206683436  1.011267e+01  1.044373e+01
  y_rep[146]     1.024381e+01  0.225102213  9.803091e+00  1.015613e+01
  y_rep[147]     1.027721e+01  0.191889083  9.924271e+00  1.019377e+01
  y_rep[148]     1.065475e+01  0.294464583  1.026227e+01  1.055196e+01
  y_rep[149]     1.057845e+01  0.232104439  1.013530e+01  1.049528e+01
  y_rep[150]     1.084512e+01  0.245917387  1.044788e+01  1.075360e+01
  y_rep[151]     1.071081e+01  0.236184997  1.028965e+01  1.062166e+01
  y_rep[152]     1.065604e+01  0.206361782  1.022568e+01  1.057605e+01
  y_rep[153]     1.019896e+01  0.212535236  9.814997e+00  1.010556e+01
  y_rep[154]     1.002284e+01  0.216293893  9.663902e+00  9.942187e+00
  y_rep[155]     1.018820e+01  0.221037387  9.752104e+00  1.010069e+01
  y_rep[156]     1.090285e+01  0.212371042  1.053279e+01  1.081011e+01
  y_rep[157]     1.117744e+01  0.215752252  1.076002e+01  1.109563e+01
  y_rep[158]     1.132331e+01  0.212220234  1.090916e+01  1.123313e+01
  y_rep[159]     1.118369e+01  0.214446215  1.075805e+01  1.109187e+01
  y_rep[160]     1.046288e+01  0.247262493  1.011271e+01  1.037314e+01
  y_rep[161]     1.026894e+01  0.197538809  9.859166e+00  1.018870e+01
  y_rep[162]     1.077186e+01  0.185806265  1.040149e+01  1.068492e+01
  y_rep[163]     1.090401e+01  0.212594729  1.047454e+01  1.081210e+01
  y_rep[164]     1.083972e+01  0.192993189  1.043799e+01  1.075281e+01
  y_rep[165]     1.079710e+01  0.208231672  1.040782e+01  1.070736e+01
  y_rep[166]     1.091674e+01  0.203742221  1.049887e+01  1.082928e+01
  y_rep[167]     1.071904e+01  0.215622590  1.030022e+01  1.063462e+01
  y_rep[168]     1.062257e+01  0.194544773  1.028593e+01  1.053096e+01
  y_rep[169]     1.330145e+01  0.210045099  1.293599e+01  1.320494e+01
  y_rep[170]     1.747725e+01  0.317526714  1.702906e+01  1.736591e+01
  y_rep[171]     1.649150e+01  0.202930740  1.611200e+01  1.639952e+01
  y_rep[172]     1.665798e+01  0.248108948  1.628152e+01  1.657143e+01
  y_rep[173]     1.692728e+01  0.241569124  1.646109e+01  1.684116e+01
  y_rep[174]     1.698768e+01  0.254904259  1.657086e+01  1.689892e+01
  y_rep[175]     1.759428e+01  0.209548774  1.721837e+01  1.749541e+01
  y_rep[176]     1.787206e+01  0.196630423  1.748801e+01  1.778147e+01
  y_rep[177]     1.723442e+01  0.201866895  1.686326e+01  1.714600e+01
  y_rep[178]     1.739930e+01  0.223412045  1.702810e+01  1.730841e+01
  y_rep[179]     1.761640e+01  0.200537499  1.725927e+01  1.751946e+01
  y_rep[180]     1.737270e+01  0.188080685  1.701816e+01  1.728289e+01
  y_rep[181]     1.720172e+01  0.223144883  1.678640e+01  1.711415e+01
  y_rep[182]     1.724651e+01  0.192033518  1.683000e+01  1.715529e+01
  y_rep[183]     1.688392e+01  0.194516092  1.649570e+01  1.678925e+01
  y_rep[184]     1.732577e+01  0.207885561  1.689940e+01  1.723845e+01
  y_rep[185]     1.751413e+01  0.193208414  1.714760e+01  1.742483e+01
  y_rep[186]     1.710006e+01  0.198217690  1.676856e+01  1.700354e+01
  y_rep[187]     1.711260e+01  0.236611712  1.667226e+01  1.703033e+01
  y_rep[188]     1.709886e+01  0.205183148  1.671923e+01  1.700658e+01
  y_rep[189]     1.754028e+01  0.198956219  1.716510e+01  1.745065e+01
  y_rep[190]     1.768192e+01  0.265627253  1.730615e+01  1.758282e+01
  y_rep[191]     1.871968e+01  0.245738638  1.831201e+01  1.862264e+01
  y_rep[192]     1.725210e+01  0.209349373  1.686618e+01  1.715247e+01
  y_rep[193]     1.433120e+01  0.192598840  1.396554e+01  1.423937e+01
  y_rep[194]     1.420371e+01  0.183034893  1.384456e+01  1.412001e+01
  y_rep[195]     1.382059e+01  0.205479341  1.342929e+01  1.373376e+01
  y_rep[196]     1.313328e+01  0.213644347  1.276604e+01  1.303376e+01
  y_rep[197]     1.291013e+01  0.238480985  1.246596e+01  1.281806e+01
  y_rep[198]     1.321477e+01  0.214636931  1.285260e+01  1.312407e+01
  y_rep[199]     1.394607e+01  0.226008025  1.352116e+01  1.386001e+01
  y_rep[200]     1.392528e+01  0.231796804  1.355091e+01  1.382650e+01
  y_rep[201]     1.363720e+01  0.205657692  1.321903e+01  1.354782e+01
  y_rep[202]     1.316298e+01  0.197043108  1.277304e+01  1.306531e+01
  y_rep[203]     1.305102e+01  0.224169191  1.265128e+01  1.294824e+01
  y_rep[204]     1.440762e+01  0.217612902  1.398988e+01  1.432290e+01
  y_rep[205]     1.554651e+01  0.232111068  1.517215e+01  1.545885e+01
  y_rep[206]     1.546750e+01  0.263960077  1.511329e+01  1.537203e+01
  y_rep[207]     1.515662e+01  0.394882543  1.475212e+01  1.505298e+01
  y_rep[208]     1.517256e+01  0.194814409  1.476023e+01  1.508765e+01
  y_rep[209]     1.474320e+01  0.227696654  1.435011e+01  1.465442e+01
  y_rep[210]     1.479914e+01  0.209504882  1.441849e+01  1.470436e+01
  y_rep[211]     1.483930e+01  0.246814617  1.443476e+01  1.475000e+01
  y_rep[212]     1.493990e+01  0.223315912  1.448160e+01  1.484718e+01
  y_rep[213]     1.445956e+01  0.202371866  1.408786e+01  1.436538e+01
  y_rep[214]     1.406796e+01  0.196790473  1.371101e+01  1.397541e+01
  y_rep[215]     1.364005e+01  0.227122506  1.325252e+01  1.355454e+01
  y_rep[216]     1.344685e+01  0.268074084  1.308249e+01  1.335801e+01
  y_rep[217]     1.354782e+01  0.204024174  1.315194e+01  1.345828e+01
  y_rep[218]     1.408449e+01  0.213769537  1.368883e+01  1.399665e+01
  y_rep[219]     1.436468e+01  0.219118124  1.398265e+01  1.426459e+01
  y_rep[220]     1.417540e+01  0.242193868  1.379568e+01  1.409457e+01
  y_rep[221]     1.375553e+01  0.201376434  1.339224e+01  1.366668e+01
  y_rep[222]     1.314718e+01  0.235572536  1.275767e+01  1.304955e+01
  y_rep[223]     1.317110e+01  0.209861877  1.279416e+01  1.307567e+01
  y_rep[224]     1.315911e+01  0.205479117  1.271720e+01  1.306784e+01
  y_rep[225]     1.361456e+01  0.208434988  1.318438e+01  1.352523e+01
  y_rep[226]     1.328285e+01  0.234240123  1.287070e+01  1.320506e+01
  y_rep[227]     1.271486e+01  0.195968916  1.230071e+01  1.262046e+01
  y_rep[228]     1.194665e+01  0.200228695  1.155418e+01  1.185298e+01
  y_rep[229]     1.172139e+01  0.194251511  1.134291e+01  1.163469e+01
  y_rep[230]     1.150548e+01  0.187212236  1.113239e+01  1.141634e+01
  y_rep[231]     1.164460e+01  0.232595047  1.120161e+01  1.155471e+01
  y_rep[232]     1.261707e+01  0.262358164  1.220940e+01  1.251612e+01
  y_rep[233]     1.261134e+01  0.290101728  1.217609e+01  1.251471e+01
  y_rep[234]     1.214468e+01  0.207397316  1.180207e+01  1.205317e+01
  y_rep[235]     1.236743e+01  0.233254293  1.198677e+01  1.228029e+01
  y_rep[236]     1.260853e+01  0.202520900  1.225083e+01  1.251887e+01
  y_rep[237]     1.265158e+01  0.219194195  1.225657e+01  1.255861e+01
  y_rep[238]     1.261069e+01  0.194707240  1.222142e+01  1.252422e+01
  y_rep[239]     1.348631e+01  0.430767817  1.307176e+01  1.338964e+01
  y_rep[240]     1.404426e+01  0.200456384  1.367230e+01  1.394945e+01
  y_rep[241]     1.351924e+01  0.220179577  1.313081e+01  1.342401e+01
  y_rep[242]     1.345798e+01  0.242496845  1.309184e+01  1.336448e+01
  y_rep[243]     1.352839e+01  0.228805797  1.312634e+01  1.343619e+01
  y_rep[244]     1.355347e+01  0.218927732  1.309143e+01  1.346930e+01
  y_rep[245]     1.384830e+01  0.200465657  1.345566e+01  1.375868e+01
  y_rep[246]     1.443841e+01  0.203923366  1.400241e+01  1.435393e+01
  y_rep[247]     1.405636e+01  0.198503702  1.365336e+01  1.396911e+01
  y_rep[248]     1.369598e+01  0.203584905  1.332979e+01  1.359712e+01
  y_rep[249]     1.383697e+01  0.253193046  1.343663e+01  1.374402e+01
  y_rep[250]     1.353069e+01  0.228371082  1.310648e+01  1.344051e+01
  y_rep[251]     1.414333e+01  0.211709663  1.375485e+01  1.406564e+01
  y_rep[252]     1.454991e+01  0.200787565  1.413525e+01  1.446054e+01
  y_rep[253]     1.455654e+01  0.200394804  1.415741e+01  1.447460e+01
  y_rep[254]     1.414402e+01  0.212017944  1.374455e+01  1.405711e+01
  y_rep[255]     1.374007e+01  0.211321764  1.334034e+01  1.364966e+01
  y_rep[256]     1.370352e+01  0.214580394  1.327385e+01  1.360983e+01
  y_rep[257]     1.394692e+01  0.210010234  1.356209e+01  1.385579e+01
  y_rep[258]     1.393212e+01  0.210432855  1.354016e+01  1.383839e+01
  y_rep[259]     1.362676e+01  0.224397066  1.326395e+01  1.352567e+01
  y_rep[260]     1.359184e+01  0.193316636  1.316889e+01  1.349652e+01
  y_rep[261]     1.352012e+01  0.231123268  1.311053e+01  1.342968e+01
  y_rep[262]     1.241000e+01  0.228314767  1.201958e+01  1.231682e+01
  y_rep[263]     1.212835e+01  0.211828042  1.171655e+01  1.203350e+01
  y_rep[264]     1.237261e+01  0.203839688  1.197098e+01  1.227274e+01
  y_rep[265]     1.244803e+01  0.233247960  1.203131e+01  1.235784e+01
  y_rep[266]     1.343870e+01  0.214734999  1.308173e+01  1.334762e+01
  y_rep[267]     1.317270e+01  0.208477620  1.279891e+01  1.307911e+01
  y_rep[268]     1.270947e+01  0.289811134  1.229421e+01  1.261694e+01
  y_rep[269]     1.257173e+01  0.201365366  1.219309e+01  1.248587e+01
  y_rep[270]     1.304399e+01  0.215257281  1.265086e+01  1.294654e+01
  y_rep[271]     1.353055e+01  0.209553587  1.309709e+01  1.344014e+01
  y_rep[272]     1.375473e+01  0.193783180  1.338313e+01  1.367047e+01
  y_rep[273]     1.356802e+01  0.212207230  1.314932e+01  1.347053e+01
  y_rep[274]     1.347730e+01  0.219118366  1.307666e+01  1.338337e+01
  y_rep[275]     1.282586e+01  0.196164044  1.249472e+01  1.273167e+01
  y_rep[276]     1.266946e+01  0.211169363  1.228231e+01  1.257527e+01
  y_rep[277]     1.270727e+01  0.205315192  1.233763e+01  1.261809e+01
  y_rep[278]     1.286204e+01  0.202470705  1.246943e+01  1.276769e+01
  y_rep[279]     1.284483e+01  0.196015482  1.245534e+01  1.275797e+01
  y_rep[280]     1.290675e+01  0.209898675  1.252890e+01  1.281013e+01
  y_rep[281]     1.280494e+01  0.197146583  1.242707e+01  1.271683e+01
  y_rep[282]     1.263118e+01  0.207629677  1.227126e+01  1.253729e+01
  y_rep[283]     1.323454e+01  0.226271054  1.283542e+01  1.314586e+01
  y_rep[284]     1.307506e+01  0.212238729  1.270518e+01  1.298710e+01
  y_rep[285]     1.358647e+01  0.257201020  1.322106e+01  1.349823e+01
  y_rep[286]     1.367663e+01  0.256753411  1.322607e+01  1.359335e+01
  y_rep[287]     1.348695e+01  0.197986345  1.313030e+01  1.340103e+01
  y_rep[288]     1.321020e+01  0.193874135  1.280751e+01  1.312367e+01
  y_rep[289]     1.283186e+01  0.223603486  1.247631e+01  1.273840e+01
  y_rep[290]     1.273413e+01  0.239996512  1.230150e+01  1.263914e+01
  y_rep[291]     1.290429e+01  0.204495150  1.254128e+01  1.280973e+01
  y_rep[292]     1.304714e+01  0.238562368  1.265205e+01  1.296087e+01
  y_rep[293]     1.281204e+01  0.198908869  1.245184e+01  1.271445e+01
  y_rep[294]     1.262941e+01  0.194981545  1.220779e+01  1.254543e+01
  y_rep[295]     1.293599e+01  0.232788816  1.253983e+01  1.285892e+01
  y_rep[296]     1.347481e+01  0.195418597  1.308580e+01  1.338682e+01
  y_rep[297]     1.317651e+01  0.220550952  1.277470e+01  1.308050e+01
  y_rep[298]     1.451830e+01  0.198247972  1.415723e+01  1.443339e+01
  y_rep[299]     1.464289e+01  0.208791452  1.426294e+01  1.455115e+01
  y_rep[300]     1.492284e+01  0.430726684  1.455947e+01  1.483584e+01
  y_rep[301]     1.489654e+01  0.281194684  1.453371e+01  1.479350e+01
  y_rep[302]     1.487607e+01  0.201927659  1.447595e+01  1.477980e+01
  y_rep[303]     1.477545e+01  0.215534870  1.432279e+01  1.468709e+01
  y_rep[304]     1.488890e+01  0.244237856  1.451235e+01  1.479361e+01
  y_rep[305]     1.486335e+01  0.220547662  1.448836e+01  1.477001e+01
  y_rep[306]     1.461714e+01  0.215470415  1.418190e+01  1.452293e+01
  y_rep[307]     1.463756e+01  0.201583733  1.425373e+01  1.455503e+01
  y_rep[308]     1.462674e+01  0.211281316  1.423882e+01  1.453694e+01
  y_rep[309]     1.556542e+01  0.368052084  1.516919e+01  1.546785e+01
  y_rep[310]     1.601743e+01  0.319921792  1.563304e+01  1.591594e+01
  y_rep[311]     1.576872e+01  0.223186836  1.537480e+01  1.566304e+01
  y_rep[312]     1.570827e+01  0.210688037  1.530403e+01  1.561905e+01
  y_rep[313]     1.586904e+01  0.214264720  1.546377e+01  1.577550e+01
  y_rep[314]     1.568738e+01  0.207439458  1.525017e+01  1.559907e+01
  y_rep[315]     1.535421e+01  0.209487579  1.496275e+01  1.525745e+01
  y_rep[316]     1.521813e+01  0.207936889  1.486615e+01  1.512432e+01
  y_rep[317]     1.490664e+01  0.205066552  1.452991e+01  1.482429e+01
  y_rep[318]     1.470987e+01  0.206043516  1.430563e+01  1.462531e+01
  y_rep[319]     1.481016e+01  0.238382402  1.431130e+01  1.472104e+01
  y_rep[320]     1.406894e+01  0.202964691  1.367296e+01  1.398025e+01
  y_rep[321]     1.315490e+01  0.228354903  1.280564e+01  1.306270e+01
  y_rep[322]     1.308523e+01  0.211952772  1.264366e+01  1.299573e+01
  y_rep[323]     1.258756e+01  0.217208467  1.219677e+01  1.250396e+01
  y_rep[324]     1.282496e+01  0.224258732  1.241198e+01  1.272483e+01
  y_rep[325]     1.312723e+01  0.231561053  1.274204e+01  1.303391e+01
  y_rep[326]     1.324726e+01  0.181192747  1.284796e+01  1.315785e+01
  y_rep[327]     1.357724e+01  0.184916635  1.323430e+01  1.348692e+01
  y_rep[328]     1.349758e+01  0.210076051  1.312619e+01  1.340764e+01
  y_rep[329]     1.351544e+01  0.200865570  1.312239e+01  1.342789e+01
  y_rep[330]     1.354861e+01  0.217496544  1.317920e+01  1.345856e+01
  y_rep[331]     1.358165e+01  0.182524623  1.323981e+01  1.348982e+01
  y_rep[332]     1.288831e+01  0.244441423  1.246461e+01  1.280193e+01
  y_rep[333]     1.347937e+01  0.220094795  1.307396e+01  1.339019e+01
  y_rep[334]     1.361694e+01  0.207254569  1.324358e+01  1.352419e+01
  y_rep[335]     1.341751e+01  0.219912313  1.298473e+01  1.332417e+01
  y_rep[336]     1.319768e+01  0.208965089  1.278842e+01  1.311126e+01
  y_rep[337]     1.318462e+01  0.202757007  1.279644e+01  1.308848e+01
  y_rep[338]     1.369290e+01  0.257194580  1.330615e+01  1.360531e+01
  y_rep[339]     1.387550e+01  0.203463425  1.349634e+01  1.378905e+01
  y_rep[340]     1.415020e+01  0.234293144  1.372227e+01  1.406485e+01
  y_rep[341]     1.382146e+01  0.225670408  1.345353e+01  1.372745e+01
  y_rep[342]     1.394123e+01  0.195206597  1.355844e+01  1.385082e+01
  y_rep[343]     1.421764e+01  0.196503294  1.383780e+01  1.413192e+01
  y_rep[344]     1.403662e+01  0.219553619  1.365375e+01  1.395122e+01
  y_rep[345]     1.425088e+01  0.264938825  1.386204e+01  1.415779e+01
  y_rep[346]     1.451999e+01  0.214191158  1.413267e+01  1.443141e+01
  y_rep[347]     1.406664e+01  0.245841230  1.369443e+01  1.398040e+01
  y_rep[348]     1.400082e+01  0.228525239  1.357960e+01  1.390616e+01
  y_rep[349]     1.381028e+01  0.228821754  1.340135e+01  1.371230e+01
  y_rep[350]     1.388713e+01  0.233160663  1.344017e+01  1.379027e+01
  y_rep[351]     1.397735e+01  0.214136891  1.351247e+01  1.388910e+01
  y_rep[352]     1.445267e+01  0.225739837  1.407755e+01  1.436419e+01
  y_rep[353]     1.447639e+01  0.209499445  1.407923e+01  1.438939e+01
  y_rep[354]     1.532138e+01  0.240788982  1.495107e+01  1.523178e+01
  y_rep[355]     1.534932e+01  0.202797920  1.493051e+01  1.525480e+01
  y_rep[356]     1.540184e+01  0.200647795  1.502371e+01  1.530950e+01
  y_rep[357]     1.735339e+01  0.195865692  1.699217e+01  1.726235e+01
  y_rep[358]     1.906721e+01  0.226020056  1.867961e+01  1.897426e+01
  y_rep[359]     1.820596e+01  0.198948095  1.782776e+01  1.811492e+01
  y_rep[360]     1.903967e+01  0.213198405  1.861230e+01  1.895399e+01
  y_rep[361]     1.897596e+01  0.217367553  1.858746e+01  1.888148e+01
  y_rep[362]     1.908618e+01  0.214667367  1.866125e+01  1.900473e+01
  y_rep[363]     2.008529e+01  0.214534836  1.965547e+01  1.999565e+01
  y_rep[364]     2.046997e+01  0.212540054  2.007230e+01  2.038258e+01
  y_rep[365]     2.008468e+01  0.203103256  1.965426e+01  1.999082e+01
  y_rep[366]     2.029850e+01  0.196106526  1.989347e+01  2.021314e+01
  y_rep[367]     2.104790e+01  0.232725202  2.058837e+01  2.096204e+01
  y_rep[368]     2.093396e+01  0.203747862  2.053535e+01  2.083977e+01
  y_rep[369]     2.142831e+01  0.200971446  2.106093e+01  2.134390e+01
  y_rep[370]     2.180384e+01  0.198952446  2.142101e+01  2.171401e+01
  y_rep[371]     2.137657e+01  0.268436059  2.098353e+01  2.128052e+01
  y_rep[372]     2.195059e+01  0.219030110  2.156978e+01  2.185863e+01
  y_rep[373]     2.217787e+01  0.189852208  2.179639e+01  2.209483e+01
  y_rep[374]     2.192369e+01  0.215430459  2.157692e+01  2.183718e+01
  y_rep[375]     2.195798e+01  0.198408448  2.158891e+01  2.187084e+01
  y_rep[376]     2.205313e+01  0.195751198  2.169951e+01  2.196516e+01
  y_rep[377]     2.194024e+01  0.213100432  2.151394e+01  2.185584e+01
  y_rep[378]     2.190804e+01  0.220464991  2.152397e+01  2.181268e+01
  y_rep[379]     2.156776e+01  0.293189346  2.109300e+01  2.147817e+01
  y_rep[380]     1.954171e+01  0.283346385  1.910837e+01  1.944974e+01
  y_rep[381]     1.996107e+01  0.182909575  1.963477e+01  1.986944e+01
  y_rep[382]     2.066391e+01  0.208717620  2.022965e+01  2.057089e+01
  y_rep[383]     2.031154e+01  0.218122528  1.989729e+01  2.022131e+01
  y_rep[384]     2.000068e+01  0.206039728  1.959480e+01  1.990502e+01
  y_rep[385]     1.979464e+01  0.202722831  1.940594e+01  1.970501e+01
  y_rep[386]     1.936996e+01  0.232578082  1.897777e+01  1.927446e+01
  y_rep[387]     1.984793e+01  0.208946290  1.944027e+01  1.976117e+01
  y_rep[388]     2.032936e+01  0.229034832  1.993299e+01  2.024144e+01
  y_rep[389]     2.001534e+01  0.200192681  1.960895e+01  1.992288e+01
  y_rep[390]     1.947017e+01  0.203027328  1.908759e+01  1.938312e+01
  y_rep[391]     1.928166e+01  0.231085953  1.885816e+01  1.919212e+01
  y_rep[392]     1.860499e+01  0.223495799  1.822649e+01  1.851641e+01
  y_rep[393]     1.892298e+01  0.259013671  1.850322e+01  1.883426e+01
  y_rep[394]     1.894179e+01  0.207557713  1.851281e+01  1.885149e+01
  y_rep[395]     1.857956e+01  0.245046399  1.821983e+01  1.848978e+01
  y_rep[396]     1.809944e+01  0.270081543  1.766452e+01  1.801458e+01
  y_rep[397]     1.804072e+01  0.209883355  1.767382e+01  1.794205e+01
  y_rep[398]     1.802912e+01  0.209879186  1.763945e+01  1.794263e+01
  y_rep[399]     1.790139e+01  0.254470075  1.750640e+01  1.781310e+01
  y_rep[400]     1.750698e+01  0.234475516  1.711041e+01  1.741021e+01
  y_rep[401]     1.768568e+01  0.198134463  1.730605e+01  1.759600e+01
  y_rep[402]     1.757182e+01  0.194410388  1.718766e+01  1.748121e+01
  y_rep[403]     1.727491e+01  0.207908088  1.689678e+01  1.718227e+01
  y_rep[404]     1.674741e+01  0.245722602  1.633163e+01  1.665686e+01
  y_rep[405]     1.596705e+01  0.209202808  1.558356e+01  1.587641e+01
  y_rep[406]     1.608241e+01  0.215709910  1.567067e+01  1.598799e+01
  y_rep[407]     1.639859e+01  0.199124457  1.598595e+01  1.630345e+01
  y_rep[408]     1.621310e+01  0.216943178  1.582202e+01  1.612338e+01
  y_rep[409]     1.594594e+01  0.219434921  1.551887e+01  1.585542e+01
  y_rep[410]     1.537844e+01  0.230067941  1.498052e+01  1.528602e+01
  y_rep[411]     1.515927e+01  0.210949791  1.477534e+01  1.506360e+01
  y_rep[412]     1.532164e+01  0.195507386  1.490841e+01  1.523310e+01
  y_rep[413]     1.532758e+01  0.251372510  1.488999e+01  1.523715e+01
  y_rep[414]     1.501961e+01  0.248328678  1.464352e+01  1.493315e+01
  y_rep[415]     1.496876e+01  0.239922779  1.458765e+01  1.488062e+01
  y_rep[416]     1.512852e+01  0.314448116  1.471292e+01  1.503511e+01
  y_rep[417]     1.482092e+01  0.205929116  1.441841e+01  1.473463e+01
  y_rep[418]     1.505992e+01  0.234183557  1.468368e+01  1.497204e+01
  y_rep[419]     1.606160e+01  0.182848120  1.568272e+01  1.597101e+01
  y_rep[420]     1.586150e+01  0.201933576  1.550306e+01  1.576972e+01
  y_rep[421]     1.565263e+01  0.198076727  1.527359e+01  1.555659e+01
  y_rep[422]     1.528286e+01  0.247829339  1.490590e+01  1.519278e+01
  y_rep[423]     1.492778e+01  0.222676931  1.454754e+01  1.483514e+01
  y_rep[424]     1.542876e+01  0.218562138  1.501415e+01  1.534107e+01
  y_rep[425]     1.591243e+01  0.218730772  1.552935e+01  1.581550e+01
  y_rep[426]     1.588596e+01  0.201359995  1.548961e+01  1.580243e+01
  y_rep[427]     1.590183e+01  0.227787088  1.548924e+01  1.580870e+01
  y_rep[428]     1.601900e+01  0.236409387  1.561572e+01  1.592579e+01
  y_rep[429]     1.572708e+01  0.208017384  1.532860e+01  1.563755e+01
  y_rep[430]     1.578462e+01  0.208372886  1.539258e+01  1.568964e+01
  y_rep[431]     1.612808e+01  0.208463580  1.574855e+01  1.604131e+01
  y_rep[432]     1.592216e+01  0.204505039  1.552057e+01  1.583362e+01
  y_rep[433]     1.617361e+01  0.211242088  1.576276e+01  1.607969e+01
  y_rep[434]     1.647073e+01  0.251934808  1.607316e+01  1.638082e+01
  y_rep[435]     1.617920e+01  0.214548514  1.576823e+01  1.608794e+01
  y_rep[436]     1.590197e+01  0.206312076  1.550386e+01  1.581603e+01
  y_rep[437]     1.631567e+01  0.203538984  1.592647e+01  1.622900e+01
  y_rep[438]     1.591159e+01  0.191040792  1.551368e+01  1.582396e+01
  y_rep[439]     1.571957e+01  0.188364515  1.534926e+01  1.562627e+01
  y_rep[440]     1.576824e+01  0.203063483  1.540625e+01  1.567260e+01
  y_rep[441]     1.563055e+01  0.211140032  1.527111e+01  1.554078e+01
  y_rep[442]     1.528207e+01  0.224268255  1.486422e+01  1.519243e+01
  y_rep[443]     1.551169e+01  0.211538011  1.512952e+01  1.541375e+01
  y_rep[444]     1.517419e+01  0.270620922  1.480550e+01  1.508315e+01
  y_rep[445]     1.512114e+01  0.231383686  1.476302e+01  1.502723e+01
  y_rep[446]     1.573265e+01  0.235595185  1.533447e+01  1.564090e+01
  y_rep[447]     1.567869e+01  0.224050299  1.527024e+01  1.559003e+01
  y_rep[448]     1.471008e+01  0.192205466  1.431164e+01  1.461264e+01
  y_rep[449]     1.486439e+01  0.226218966  1.447050e+01  1.477389e+01
  y_rep[450]     1.467463e+01  0.213937083  1.430499e+01  1.457896e+01
  y_rep[451]     1.443816e+01  0.241659578  1.400986e+01  1.434428e+01
  y_rep[452]     1.434629e+01  0.208154395  1.395442e+01  1.425796e+01
  y_rep[453]     1.400127e+01  0.193707795  1.365235e+01  1.390848e+01
  y_rep[454]     1.362000e+01  0.272504124  1.320037e+01  1.353304e+01
  y_rep[455]     1.482818e+01  0.222885408  1.446719e+01  1.473953e+01
  y_rep[456]     1.489231e+01  0.209896026  1.451734e+01  1.480047e+01
  y_rep[457]     1.472638e+01  0.202434837  1.434251e+01  1.464741e+01
  y_rep[458]     1.485131e+01  0.230088806  1.445344e+01  1.475312e+01
  y_rep[459]     1.495311e+01  0.208063195  1.454788e+01  1.486255e+01
  y_rep[460]     1.444996e+01  0.233201662  1.403580e+01  1.436175e+01
  y_rep[461]     1.481383e+01  0.213081100  1.437261e+01  1.472213e+01
  y_rep[462]     1.456137e+01  0.208703085  1.416054e+01  1.447397e+01
  y_rep[463]     1.414518e+01  0.200120337  1.373421e+01  1.405768e+01
  y_rep[464]     1.412071e+01  0.228082512  1.371652e+01  1.402566e+01
  y_rep[465]     1.383788e+01  0.179695388  1.349469e+01  1.374904e+01
  y_rep[466]     1.384170e+01  0.216747237  1.345774e+01  1.374475e+01
  y_rep[467]     1.541838e+01  0.206616286  1.501392e+01  1.532303e+01
  y_rep[468]     1.505975e+01  0.221929654  1.468287e+01  1.496923e+01
  y_rep[469]     1.524435e+01  0.207126908  1.483404e+01  1.515091e+01
  y_rep[470]     1.570391e+01  0.214387749  1.530052e+01  1.561742e+01
  y_rep[471]     1.597271e+01  0.212612463  1.557529e+01  1.587986e+01
  y_rep[472]     1.561876e+01  0.206276073  1.518919e+01  1.553160e+01
  y_rep[473]     1.910110e+01  0.209834731  1.870828e+01  1.900803e+01
  y_rep[474]     2.212327e+01  0.236980768  2.174808e+01  2.202724e+01
  y_rep[475]     2.178720e+01  0.217281479  2.137972e+01  2.169549e+01
  y_rep[476]     2.183048e+01  0.208611151  2.144609e+01  2.174264e+01
  y_rep[477]     2.158035e+01  0.235926060  2.120698e+01  2.149395e+01
  y_rep[478]     2.061058e+01  0.215969928  2.023186e+01  2.052025e+01
  y_rep[479]     2.144269e+01  0.205427282  2.106349e+01  2.134850e+01
  y_rep[480]     2.123682e+01  0.203367500  2.086655e+01  2.114298e+01
  y_rep[481]     2.107644e+01  0.303068331  2.065163e+01  2.099147e+01
  y_rep[482]     2.102454e+01  0.208011856  2.068268e+01  2.093516e+01
  y_rep[483]     2.127086e+01  0.242989735  2.082509e+01  2.119263e+01
  y_rep[484]     2.133412e+01  0.208670379  2.094978e+01  2.123849e+01
  y_rep[485]     2.159763e+01  0.213257239  2.119056e+01  2.150186e+01
  y_rep[486]     2.178621e+01  0.204847688  2.136951e+01  2.169960e+01
  y_rep[487]     2.141633e+01  0.203654330  2.104586e+01  2.132337e+01
  y_rep[488]     2.238861e+01  0.224582444  2.201174e+01  2.229274e+01
  y_rep[489]     2.217714e+01  0.214741268  2.177537e+01  2.207680e+01
  y_rep[490]     2.146019e+01  0.209683627  2.108819e+01  2.136917e+01
  y_rep[491]     2.150709e+01  0.210176741  2.111433e+01  2.141097e+01
  y_rep[492]     2.120181e+01  0.202317142  2.081812e+01  2.111922e+01
  y_rep[493]     2.076033e+01  0.195286574  2.034920e+01  2.067331e+01
  y_rep[494]     2.113226e+01  0.188699251  2.076819e+01  2.104174e+01
  y_rep[495]     2.098419e+01  0.219278031  2.055147e+01  2.089015e+01
  y_rep[496]     1.906999e+01  0.219740992  1.867925e+01  1.897296e+01
  y_rep[497]     1.584115e+01  0.481502362  1.545729e+01  1.575822e+01
  y_rep[498]     1.645413e+01  0.222062734  1.607103e+01  1.634133e+01
  y_rep[499]     1.664644e+01  0.241551959  1.625044e+01  1.654666e+01
  y_rep[500]     1.570151e+01  0.197799861  1.527046e+01  1.561063e+01
  y_rep[501]     1.585542e+01  0.252229298  1.542758e+01  1.576668e+01
  y_rep[502]     1.544694e+01  0.242556640  1.503436e+01  1.534999e+01
  y_rep[503]     1.563171e+01  0.225276422  1.521756e+01  1.553192e+01
  y_rep[504]     1.565883e+01  0.194637458  1.529901e+01  1.556515e+01
  y_rep[505]     1.526733e+01  0.210803301  1.488655e+01  1.517429e+01
  y_rep[506]     1.495039e+01  0.197756698  1.457828e+01  1.486148e+01
  y_rep[507]     1.477847e+01  0.219567660  1.438994e+01  1.468666e+01
  y_rep[508]     1.419893e+01  0.198770280  1.380089e+01  1.410681e+01
  y_rep[509]     1.448896e+01  0.352645727  1.407128e+01  1.439348e+01
  y_rep[510]     1.412815e+01  0.206759168  1.376558e+01  1.404129e+01
  y_rep[511]     1.356680e+01  0.213760905  1.315235e+01  1.348005e+01
  y_rep[512]     1.370442e+01  0.195211466  1.336639e+01  1.360817e+01
  y_rep[513]     1.326593e+01  0.201528179  1.285381e+01  1.318066e+01
  y_rep[514]     1.284773e+01  0.177927800  1.247461e+01  1.276503e+01
  y_rep[515]     1.287087e+01  0.226954894  1.241044e+01  1.278135e+01
  y_rep[516]     1.320451e+01  0.206941255  1.281763e+01  1.311358e+01
  y_rep[517]     1.281510e+01  0.227245310  1.243639e+01  1.271881e+01
  y_rep[518]     1.302050e+01  0.255893902  1.262601e+01  1.292993e+01
  y_rep[519]     1.297772e+01  0.181566736  1.259061e+01  1.288644e+01
  y_rep[520]     1.238925e+01  0.220291778  1.203526e+01  1.228944e+01
  y_rep[521]     1.270340e+01  0.195646716  1.230493e+01  1.261974e+01
  y_rep[522]     1.256343e+01  0.229241988  1.218464e+01  1.248159e+01
  y_rep[523]     1.233868e+01  0.217316524  1.191426e+01  1.225732e+01
  y_rep[524]     1.218795e+01  0.213565597  1.178679e+01  1.210232e+01
  y_rep[525]     1.229331e+01  0.197889058  1.189496e+01  1.220482e+01
  y_rep[526]     1.178925e+01  0.216107331  1.131763e+01  1.169535e+01
  y_rep[527]     1.172916e+01  0.285743170  1.133893e+01  1.163694e+01
  y_rep[528]     1.224439e+01  0.239117911  1.184657e+01  1.214096e+01
  y_rep[529]     1.200066e+01  0.257675210  1.159824e+01  1.190414e+01
  y_rep[530]     1.229746e+01  0.212766270  1.191085e+01  1.220478e+01
  y_rep[531]     1.210542e+01  0.208436950  1.170083e+01  1.201874e+01
  y_rep[532]     1.145816e+01  0.210879693  1.100428e+01  1.137394e+01
  y_rep[533]     1.170885e+01  0.184387014  1.133828e+01  1.161834e+01
  y_rep[534]     1.186637e+01  0.224860869  1.143338e+01  1.178179e+01
  y_rep[535]     1.166951e+01  0.237848400  1.127369e+01  1.158414e+01
  y_rep[536]     1.266085e+01  0.202986767  1.228794e+01  1.257407e+01
  y_rep[537]     1.227545e+01  0.194427058  1.193277e+01  1.218398e+01
  y_rep[538]     1.183341e+01  0.200771103  1.145367e+01  1.174515e+01
  y_rep[539]     1.187752e+01  0.249801256  1.147841e+01  1.178198e+01
  y_rep[540]     1.155717e+01  0.201471338  1.116129e+01  1.146750e+01
  y_rep[541]     1.149210e+01  0.228679581  1.108396e+01  1.140482e+01
  y_rep[542]     1.157953e+01  0.213409391  1.116178e+01  1.149319e+01
  y_rep[543]     1.133218e+01  0.232921778  1.097419e+01  1.124650e+01
  y_rep[544]     1.115935e+01  0.212630984  1.075249e+01  1.106833e+01
  y_rep[545]     1.170731e+01  0.227266286  1.129598e+01  1.160937e+01
  y_rep[546]     1.132321e+01  0.268230996  1.091702e+01  1.123411e+01
  y_rep[547]     1.136822e+01  0.198912825  1.102484e+01  1.128308e+01
  y_rep[548]     1.129949e+01  0.211243767  1.089432e+01  1.120759e+01
  y_rep[549]     1.161618e+01  0.212679569  1.121407e+01  1.152607e+01
  y_rep[550]     1.154995e+01  0.252096631  1.114385e+01  1.146122e+01
  y_rep[551]     1.127247e+01  0.205681558  1.092387e+01  1.117695e+01
  y_rep[552]     1.099074e+01  0.215697428  1.060653e+01  1.090334e+01
  y_rep[553]     1.085503e+01  0.229605568  1.047184e+01  1.076269e+01
  y_rep[554]     1.104459e+01  0.200639946  1.064996e+01  1.095227e+01
  y_rep[555]     1.097382e+01  0.203090569  1.058407e+01  1.088580e+01
  y_rep[556]     1.042751e+01  0.225240001  1.005205e+01  1.033434e+01
  y_rep[557]     1.024378e+01  0.284893613  9.871749e+00  1.015423e+01
  y_rep[558]     1.033445e+01  0.207650104  9.938484e+00  1.024419e+01
  y_rep[559]     1.007312e+01  0.228656065  9.690611e+00  9.972923e+00
  y_rep[560]     1.325384e+01  0.231180623  1.286769e+01  1.316173e+01
  y_rep[561]     1.279962e+01  0.201871032  1.239487e+01  1.271574e+01
  y_rep[562]     1.264082e+01  0.198331681  1.224518e+01  1.255068e+01
  y_rep[563]     1.299198e+01  0.215055902  1.259478e+01  1.289978e+01
  y_rep[564]     1.346398e+01  0.218761256  1.306151e+01  1.337330e+01
  y_rep[565]     1.297490e+01  0.219004050  1.261516e+01  1.288294e+01
  y_rep[566]     1.319648e+01  0.201010062  1.280199e+01  1.310454e+01
  y_rep[567]     1.291638e+01  0.189062760  1.255183e+01  1.283070e+01
  y_rep[568]     1.251411e+01  0.204380173  1.213579e+01  1.241965e+01
  y_rep[569]     1.284394e+01  0.202372272  1.243264e+01  1.275779e+01
  y_rep[570]     1.270601e+01  0.240039235  1.231188e+01  1.261766e+01
  y_rep[571]     1.268287e+01  0.195999221  1.232529e+01  1.258797e+01
  y_rep[572]     1.231335e+01  0.201833373  1.194533e+01  1.222206e+01
  y_rep[573]     1.234455e+01  0.233348789  1.187874e+01  1.226493e+01
  y_rep[574]     1.210029e+01  0.240396948  1.170741e+01  1.201055e+01
  y_rep[575]     1.231990e+01  0.220181739  1.190797e+01  1.223714e+01
  y_rep[576]     1.207003e+01  0.350866443  1.166626e+01  1.197880e+01
  y_rep[577]     1.197180e+01  0.236902142  1.147495e+01  1.188068e+01
  y_rep[578]     1.234870e+01  0.211919283  1.192975e+01  1.225559e+01
  y_rep[579]     1.233695e+01  0.184217559  1.198235e+01  1.224625e+01
  y_rep[580]     1.203677e+01  0.211651436  1.158576e+01  1.194698e+01
  y_rep[581]     1.213930e+01  0.226906018  1.176767e+01  1.204927e+01
  y_rep[582]     1.216491e+01  0.202961835  1.178914e+01  1.208052e+01
  y_rep[583]     1.101010e+01  0.221795695  1.062532e+01  1.091614e+01
  y_rep[584]     1.106348e+01  0.215479601  1.066286e+01  1.097146e+01
  y_rep[585]     1.085431e+01  0.211315328  1.045285e+01  1.076953e+01
  y_rep[586]     1.047618e+01  0.214261539  1.006842e+01  1.038619e+01
  y_rep[587]     1.060046e+01  0.202900732  1.022456e+01  1.050903e+01
  y_rep[588]     1.123699e+01  0.206134534  1.084132e+01  1.114811e+01
  y_rep[589]     1.126650e+01  0.219040605  1.086356e+01  1.116612e+01
  y_rep[590]     1.153936e+01  0.209061406  1.117081e+01  1.144363e+01
  y_rep[591]     1.160395e+01  0.280883870  1.121242e+01  1.151715e+01
  y_rep[592]     1.770755e+01  0.254145842  1.722918e+01  1.757472e+01
  y_rep[593]     1.865992e+01  0.206081653  1.829294e+01  1.856713e+01
  y_rep[594]     1.920067e+01  0.222111351  1.882656e+01  1.909888e+01
  y_rep[595]     1.857795e+01  0.219557706  1.818380e+01  1.848933e+01
  y_rep[596]     1.907607e+01  0.230598043  1.869926e+01  1.898433e+01
  y_rep[597]     1.942539e+01  0.335079098  1.904264e+01  1.933881e+01
  y_rep[598]     1.930828e+01  0.293599360  1.891044e+01  1.920869e+01
  y_rep[599]     1.960139e+01  0.196031035  1.921946e+01  1.950815e+01
  y_rep[600]     1.940125e+01  0.237103973  1.900251e+01  1.930439e+01
  y_rep[601]     1.946724e+01  0.206585300  1.906469e+01  1.937485e+01
  y_rep[602]     1.959653e+01  0.215924450  1.923268e+01  1.950507e+01
  y_rep[603]     2.043504e+01  0.236581383  2.002247e+01  2.034652e+01
  y_rep[604]     2.020140e+01  0.188565815  1.981687e+01  2.010605e+01
  y_rep[605]     2.000536e+01  0.208278960  1.959486e+01  1.992108e+01
  y_rep[606]     2.035730e+01  0.213461621  1.999933e+01  2.026262e+01
  y_rep[607]     2.039503e+01  0.197335492  1.999277e+01  2.030483e+01
  y_rep[608]     2.043938e+01  0.275105612  2.006593e+01  2.035113e+01
  y_rep[609]     2.072446e+01  0.194123822  2.036623e+01  2.063476e+01
  y_rep[610]     2.038687e+01  0.213145848  2.001237e+01  2.028976e+01
  y_rep[611]     2.071732e+01  0.260887409  2.029035e+01  2.062677e+01
  y_rep[612]     2.041848e+01  0.216654293  2.001382e+01  2.032862e+01
  y_rep[613]     2.009313e+01  0.211572587  1.969540e+01  2.000346e+01
  y_rep[614]     1.824318e+01  0.205206303  1.786050e+01  1.814943e+01
  y_rep[615]     1.639125e+01  0.243428716  1.595454e+01  1.629929e+01
  y_rep[616]     1.542115e+01  0.197099802  1.504002e+01  1.532911e+01
  y_rep[617]     1.567915e+01  0.225731119  1.528327e+01  1.558101e+01
  y_rep[618]     1.521413e+01  0.202065919  1.482666e+01  1.512025e+01
  y_rep[619]     1.464815e+01  0.209866206  1.427408e+01  1.455848e+01
  y_rep[620]     1.463991e+01  0.194487253  1.422460e+01  1.455049e+01
  y_rep[621]     1.473618e+01  0.210226673  1.435853e+01  1.464618e+01
  y_rep[622]     1.526603e+01  0.207174666  1.488047e+01  1.517056e+01
  y_rep[623]     1.542150e+01  0.245889587  1.500799e+01  1.532977e+01
  y_rep[624]     1.513130e+01  0.207691818  1.475556e+01  1.503989e+01
  y_rep[625]     1.509270e+01  0.200314851  1.471686e+01  1.500388e+01
  y_rep[626]     1.453721e+01  0.207595620  1.416253e+01  1.444257e+01
  y_rep[627]     1.439097e+01  0.203267234  1.397352e+01  1.431174e+01
  y_rep[628]     1.408593e+01  0.210091174  1.368200e+01  1.399606e+01
  y_rep[629]     1.380825e+01  0.218368968  1.339915e+01  1.371188e+01
  y_rep[630]     1.377822e+01  0.193142166  1.338549e+01  1.368948e+01
  y_rep[631]     1.335761e+01  0.222262808  1.296889e+01  1.327164e+01
  y_rep[632]     1.338857e+01  0.231574281  1.297684e+01  1.329703e+01
  y_rep[633]     1.344322e+01  0.217289960  1.305504e+01  1.334267e+01
  y_rep[634]     1.322309e+01  0.217082949  1.282361e+01  1.314071e+01
  y_rep[635]     1.276445e+01  0.210365531  1.237453e+01  1.267250e+01
  y_rep[636]     1.269539e+01  0.212067524  1.227775e+01  1.260630e+01
  y_rep[637]     1.226282e+01  0.195738658  1.188965e+01  1.216942e+01
  y_rep[638]     1.275033e+01  0.263165539  1.229038e+01  1.266531e+01
  y_rep[639]     1.296805e+01  0.210774132  1.255034e+01  1.287711e+01
  y_rep[640]     1.279552e+01  0.297403568  1.241299e+01  1.270708e+01
  y_rep[641]     1.257973e+01  0.220631329  1.221580e+01  1.248689e+01
  y_rep[642]     1.280318e+01  0.252953735  1.243926e+01  1.272271e+01
  y_rep[643]     1.251277e+01  0.204902808  1.217023e+01  1.242194e+01
  y_rep[644]     1.234256e+01  0.210197912  1.192781e+01  1.224979e+01
  y_rep[645]     1.233692e+01  0.226641153  1.194431e+01  1.224485e+01
  y_rep[646]     1.193407e+01  0.221589150  1.153375e+01  1.183461e+01
  y_rep[647]     1.194001e+01  0.227399889  1.153588e+01  1.185137e+01
  y_rep[648]     1.205163e+01  0.223994112  1.165513e+01  1.195983e+01
  y_rep[649]     1.237872e+01  0.260130566  1.199054e+01  1.228274e+01
  y_rep[650]     1.242911e+01  0.203287257  1.200236e+01  1.233833e+01
  y_rep[651]     1.252539e+01  0.206411351  1.213571e+01  1.243652e+01
  y_rep[652]     1.244558e+01  0.215163936  1.201463e+01  1.234864e+01
  y_rep[653]     1.249282e+01  0.245869130  1.213114e+01  1.239502e+01
  y_rep[654]     1.249953e+01  0.225782625  1.211460e+01  1.241522e+01
  y_rep[655]     1.253757e+01  0.271206759  1.210501e+01  1.245005e+01
  y_rep[656]     1.247834e+01  0.249481206  1.203282e+01  1.239215e+01
  y_rep[657]     1.251683e+01  0.199759363  1.216049e+01  1.243887e+01
  y_rep[658]     1.252676e+01  0.420927851  1.214144e+01  1.244092e+01
  y_rep[659]     1.256255e+01  0.199184379  1.208498e+01  1.247879e+01
  y_rep[660]     1.235686e+01  0.195658575  1.197724e+01  1.226737e+01
  y_rep[661]     1.199590e+01  0.225557228  1.155972e+01  1.191148e+01
  y_rep[662]     1.212123e+01  0.316441258  1.174752e+01  1.203145e+01
  y_rep[663]     1.212282e+01  0.199673069  1.174408e+01  1.203313e+01
  y_rep[664]     1.244095e+01  0.211348624  1.205497e+01  1.235154e+01
  y_rep[665]     1.273543e+01  0.189042589  1.238391e+01  1.264631e+01
  y_rep[666]     1.220885e+01  0.224616653  1.179132e+01  1.211520e+01
  y_rep[667]     1.242205e+01  0.209318184  1.203689e+01  1.233957e+01
  y_rep[668]     1.205770e+01  0.195920809  1.165262e+01  1.197178e+01
  y_rep[669]     1.188228e+01  0.222042584  1.150216e+01  1.180147e+01
  y_rep[670]     1.209086e+01  0.197730771  1.171763e+01  1.200164e+01
  y_rep[671]     1.236929e+01  0.204712090  1.195313e+01  1.228217e+01
  y_rep[672]     1.214588e+01  0.180970426  1.179369e+01  1.205843e+01
  y_rep[673]     1.186078e+01  0.224726168  1.143540e+01  1.176980e+01
  y_rep[674]     1.191625e+01  0.222599854  1.149847e+01  1.182388e+01
  y_rep[675]     1.178377e+01  0.204260410  1.140708e+01  1.169196e+01
  y_rep[676]     1.190307e+01  0.196000389  1.149273e+01  1.181436e+01
  y_rep[677]     1.205365e+01  0.219138275  1.166493e+01  1.196722e+01
  y_rep[678]     1.153606e+01  0.205595945  1.114398e+01  1.144421e+01
  y_rep[679]     1.151564e+01  0.270028759  1.113159e+01  1.143345e+01
  y_rep[680]     1.110807e+01  0.284478545  1.065988e+01  1.101128e+01
  y_rep[681]     1.090019e+01  0.225661330  1.052784e+01  1.081389e+01
  y_rep[682]     1.123136e+01  0.219483810  1.084745e+01  1.114318e+01
  y_rep[683]     1.150418e+01  0.243089934  1.111755e+01  1.140822e+01
  y_rep[684]     1.124849e+01  0.207114716  1.083433e+01  1.116137e+01
  y_rep[685]     1.103494e+01  0.235380173  1.067459e+01  1.094390e+01
  y_rep[686]     1.088322e+01  0.204260574  1.049716e+01  1.078847e+01
  y_rep[687]     1.061095e+01  0.220130307  1.020768e+01  1.052846e+01
  y_rep[688]     1.095859e+01  0.199066647  1.054544e+01  1.087156e+01
  y_rep[689]     1.076537e+01  0.222040992  1.036621e+01  1.066848e+01
  y_rep[690]     1.091281e+01  0.202992366  1.053980e+01  1.082230e+01
  y_rep[691]     1.089999e+01  0.198309839  1.051480e+01  1.080824e+01
  y_rep[692]     1.100589e+01  0.204852462  1.057745e+01  1.092249e+01
  y_rep[693]     1.068202e+01  0.223156139  1.027538e+01  1.059963e+01
  y_rep[694]     1.066585e+01  0.219604352  1.026070e+01  1.057469e+01
  y_rep[695]     1.060028e+01  0.208485935  1.020741e+01  1.051524e+01
  y_rep[696]     1.045973e+01  0.217395214  9.996262e+00  1.037233e+01
  y_rep[697]     1.031770e+01  0.196171079  9.923069e+00  1.022262e+01
  y_rep[698]     1.015824e+01  0.210254887  9.730844e+00  1.006777e+01
  y_rep[699]     1.043993e+01  0.205469690  1.003119e+01  1.034621e+01
  y_rep[700]     1.113546e+01  0.206402190  1.072712e+01  1.104381e+01
  y_rep[701]     1.103723e+01  0.216747509  1.064354e+01  1.094887e+01
  y_rep[702]     1.086724e+01  0.214944992  1.044827e+01  1.078222e+01
  y_rep[703]     1.093228e+01  0.202846856  1.053181e+01  1.084266e+01
  y_rep[704]     1.088462e+01  0.187808881  1.052943e+01  1.079160e+01
  y_rep[705]     1.086400e+01  0.244799851  1.046987e+01  1.076839e+01
  y_rep[706]     1.074539e+01  0.225462597  1.033567e+01  1.066379e+01
  y_rep[707]     1.097711e+01  0.200545774  1.058170e+01  1.088761e+01
  y_rep[708]     1.090072e+01  0.205076180  1.052253e+01  1.081255e+01
  y_rep[709]     1.075519e+01  0.240864111  1.037541e+01  1.065938e+01
  y_rep[710]     1.076143e+01  0.228553362  1.036309e+01  1.066275e+01
  y_rep[711]     1.059637e+01  0.223246578  1.018783e+01  1.050360e+01
  y_rep[712]     1.045881e+01  0.224768396  1.006365e+01  1.036549e+01
  y_rep[713]     1.023791e+01  0.217347972  9.781816e+00  1.015005e+01
  y_rep[714]     1.013593e+01  0.238015154  9.715396e+00  1.004320e+01
  y_rep[715]     1.000780e+01  0.321846930  9.562287e+00  9.927873e+00
  y_rep[716]     1.011294e+01  0.246219983  9.726947e+00  1.001480e+01
  y_rep[717]     9.796277e+00  0.221618809  9.376775e+00  9.708726e+00
  y_rep[718]     9.689285e+00  0.187322050  9.327399e+00  9.593223e+00
  y_rep[719]     1.004394e+01  0.216483855  9.614903e+00  9.953435e+00
  y_rep[720]     1.009033e+01  0.231497847  9.693730e+00  9.999982e+00
  y_rep[721]     1.047994e+01  0.211404865  1.011601e+01  1.038557e+01
  y_rep[722]     9.756526e+00  0.247882607  9.301409e+00  9.664233e+00
  y_rep[723]     1.015350e+01  0.190670402  9.810946e+00  1.006566e+01
  y_rep[724]     1.046960e+01  0.230826847  1.008121e+01  1.038176e+01
  y_rep[725]     1.055610e+01  0.214581941  1.011378e+01  1.046716e+01
  y_rep[726]     1.066900e+01  0.203645069  1.030491e+01  1.056953e+01
  y_rep[727]     1.035520e+01  0.200284131  9.980619e+00  1.026825e+01
  y_rep[728]     1.042726e+01  0.189627224  1.004442e+01  1.033886e+01
  y_rep[729]     1.042359e+01  0.201409319  1.003749e+01  1.033278e+01
  y_rep[730]     1.062564e+01  0.217761097  1.023539e+01  1.053516e+01
  y_rep[731]     1.061309e+01  0.189871267  1.023638e+01  1.051672e+01
  y_rep[732]     1.066189e+01  0.214670108  1.027838e+01  1.056180e+01
  y_rep[733]     1.050519e+01  0.203186432  1.011310e+01  1.041261e+01
  y_rep[734]     1.130599e+01  0.203504422  1.090581e+01  1.121262e+01
  y_rep[735]     1.161038e+01  0.305807941  1.120304e+01  1.153324e+01
  y_rep[736]     1.133211e+01  0.208407901  1.095629e+01  1.123509e+01
  y_rep[737]     1.138529e+01  0.235309505  1.099889e+01  1.128175e+01
  y_rep[738]     1.147778e+01  0.252508568  1.108452e+01  1.138118e+01
  y_rep[739]     1.139012e+01  0.211656256  1.100335e+01  1.129576e+01
  y_rep[740]     1.173464e+01  0.199198028  1.136549e+01  1.163905e+01
  y_rep[741]     1.161127e+01  0.222292677  1.119998e+01  1.152129e+01
  y_rep[742]     1.175799e+01  0.238185498  1.135666e+01  1.165895e+01
  y_rep[743]     1.176844e+01  0.205934006  1.136460e+01  1.168467e+01
  y_rep[744]     1.155433e+01  0.198605229  1.114324e+01  1.146260e+01
  y_rep[745]     1.164377e+01  0.218847059  1.126392e+01  1.155393e+01
  y_rep[746]     1.134819e+01  0.218303102  1.094803e+01  1.125579e+01
  y_rep[747]     1.093973e+01  0.267200107  1.049350e+01  1.085378e+01
  y_rep[748]     1.105396e+01  0.201162010  1.066226e+01  1.097210e+01
  y_rep[749]     1.120410e+01  0.210541831  1.077088e+01  1.111456e+01
  y_rep[750]     1.125781e+01  0.251654502  1.084563e+01  1.115899e+01
  y_rep[751]     1.085903e+01  0.242648185  1.047633e+01  1.075787e+01
  y_rep[752]     1.075917e+01  0.188768518  1.038184e+01  1.067296e+01
  y_rep[753]     1.099096e+01  0.209312121  1.059074e+01  1.089941e+01
  y_rep[754]     1.127978e+01  0.225673811  1.088020e+01  1.119050e+01
  y_rep[755]     1.154759e+01  0.221117609  1.111394e+01  1.146129e+01
  y_rep[756]     1.121438e+01  0.255804861  1.078329e+01  1.112939e+01
  y_rep[757]     1.061692e+01  0.211105247  1.022182e+01  1.053361e+01
  y_rep[758]     1.048929e+01  0.233673546  1.003126e+01  1.039688e+01
  y_rep[759]     1.072242e+01  0.193422819  1.034762e+01  1.063199e+01
  y_rep[760]     1.043827e+01  0.215332719  1.004235e+01  1.034891e+01
  y_rep[761]     1.056393e+01  0.238082193  1.018994e+01  1.047865e+01
  y_rep[762]     1.098673e+01  0.215106139  1.058111e+01  1.089056e+01
  y_rep[763]     1.049478e+01  0.217020580  1.006786e+01  1.040801e+01
  y_rep[764]     1.045674e+01  0.223607164  1.009512e+01  1.035963e+01
  y_rep[765]     1.021465e+01  0.251847944  9.850595e+00  1.011177e+01
  y_rep[766]     1.033150e+01  0.197513569  9.946795e+00  1.023932e+01
  y_rep[767]     1.012444e+01  0.224069750  9.704091e+00  1.003526e+01
  y_rep[768]     1.029193e+01  0.199788096  9.910131e+00  1.021200e+01
  y_rep[769]     1.025421e+01  0.224591660  9.833493e+00  1.017550e+01
  y_rep[770]     1.008800e+01  0.213259047  9.718461e+00  9.997984e+00
  y_rep[771]     1.025002e+01  0.208872759  9.842244e+00  1.016008e+01
  y_rep[772]     1.021653e+01  0.248579192  9.836581e+00  1.012920e+01
  y_rep[773]     1.021050e+01  0.252218951  9.798517e+00  1.011921e+01
  y_rep[774]     1.081651e+01  0.238118496  1.042782e+01  1.071793e+01
  y_rep[775]     1.062464e+01  0.222962920  1.020708e+01  1.052974e+01
  y_rep[776]     1.030380e+01  0.246649508  9.927242e+00  1.020658e+01
  y_rep[777]     1.018021e+01  0.216049548  9.815627e+00  1.008689e+01
  y_rep[778]     9.874901e+00  0.217094028  9.497190e+00  9.780149e+00
  y_rep[779]     1.039179e+01  0.210372591  9.945047e+00  1.030296e+01
  y_rep[780]     1.027971e+01  0.274093954  9.916390e+00  1.019793e+01
  y_rep[781]     9.998675e+00  0.194183774  9.614005e+00  9.912375e+00
  y_rep[782]     1.014442e+01  0.183183899  9.785947e+00  1.005673e+01
  y_rep[783]     9.918289e+00  0.275686154  9.497853e+00  9.832571e+00
  y_rep[784]     9.901564e+00  0.213032194  9.491009e+00  9.814485e+00
  y_rep[785]     9.666381e+00  0.220209968  9.296096e+00  9.571549e+00
  y_rep[786]     9.624441e+00  0.187177626  9.266780e+00  9.529852e+00
  y_rep[787]     9.554332e+00  0.213261008  9.164091e+00  9.466940e+00
  y_rep[788]     1.000855e+01  0.207601138  9.626915e+00  9.920246e+00
  y_rep[789]     1.047734e+01  0.204074381  1.008450e+01  1.039036e+01
  y_rep[790]     1.030110e+01  0.210258834  9.915745e+00  1.020614e+01
  y_rep[791]     1.004016e+01  0.222963975  9.580177e+00  9.954536e+00
  y_rep[792]     1.010483e+01  0.223956935  9.691160e+00  1.001052e+01
  y_rep[793]     1.000757e+01  0.209566176  9.591069e+00  9.918832e+00
  y_rep[794]     1.057712e+01  0.274394103  1.014783e+01  1.049462e+01
  y_rep[795]     1.046256e+01  0.216961753  1.008237e+01  1.037329e+01
  y_rep[796]     1.017340e+01  0.203257137  9.819665e+00  1.007559e+01
  y_rep[797]     1.004623e+01  0.228913437  9.628461e+00  9.948325e+00
  y_rep[798]     1.033697e+01  0.208875610  9.978286e+00  1.024978e+01
  y_rep[799]     1.045859e+01  0.222753499  1.003037e+01  1.037030e+01
  y_rep[800]     1.033821e+01  0.201995062  9.956235e+00  1.025550e+01
  y_rep[801]     1.035747e+01  0.192137981  9.998553e+00  1.026675e+01
  y_rep[802]     9.886306e+00  0.314163538  9.461825e+00  9.791493e+00
  y_rep[803]     9.943069e+00  0.213228940  9.524362e+00  9.856263e+00
  y_rep[804]     1.037139e+01  0.226795899  9.965308e+00  1.027926e+01
  y_rep[805]     1.020891e+01  0.205515340  9.830953e+00  1.011739e+01
  y_rep[806]     1.025560e+01  0.209866328  9.875951e+00  1.016312e+01
  y_rep[807]     1.031612e+01  0.187571397  9.926726e+00  1.022654e+01
  y_rep[808]     1.025788e+01  0.234606180  9.825450e+00  1.016449e+01
  y_rep[809]     1.021850e+01  0.250060640  9.756261e+00  1.012663e+01
  y_rep[810]     1.059893e+01  0.216031993  1.022449e+01  1.049676e+01
  y_rep[811]     1.001790e+01  0.198447717  9.625899e+00  9.926809e+00
  y_rep[812]     9.559893e+00  0.248182632  9.154251e+00  9.466474e+00
  y_rep[813]     9.836610e+00  0.325260797  9.448596e+00  9.737147e+00
  y_rep[814]     1.015244e+01  0.207443437  9.742527e+00  1.005775e+01
  y_rep[815]     9.856867e+00  0.205757701  9.482186e+00  9.769229e+00
  y_rep[816]     1.012453e+01  0.216197339  9.747945e+00  1.003493e+01
  y_rep[817]     9.657492e+00  0.261144908  9.235394e+00  9.564262e+00
  y_rep[818]     9.601389e+00  0.213377204  9.205335e+00  9.510227e+00
  y_rep[819]     9.628495e+00  0.220056205  9.194249e+00  9.539289e+00
  y_rep[820]     9.460219e+00  0.212490018  9.077127e+00  9.367099e+00
  y_rep[821]     9.421192e+00  0.200873753  9.050766e+00  9.331630e+00
  y_rep[822]     9.673381e+00  0.249805049  9.303759e+00  9.578200e+00
  y_rep[823]     9.606378e+00  0.204952756  9.199756e+00  9.522812e+00
  y_rep[824]     9.460997e+00  0.193327253  9.092607e+00  9.376220e+00
  y_rep[825]     9.252586e+00  0.224390104  8.839211e+00  9.157653e+00
  y_rep[826]     9.733579e+00  0.214996753  9.336167e+00  9.644411e+00
  y_rep[827]     9.785656e+00  0.234126834  9.352890e+00  9.694228e+00
  y_rep[828]     9.519643e+00  0.211095828  9.120696e+00  9.433587e+00
  y_rep[829]     9.493421e+00  0.214141869  9.108411e+00  9.400675e+00
  y_rep[830]     9.662807e+00  0.188644186  9.297102e+00  9.576987e+00
  y_rep[831]     9.656985e+00  0.211767436  9.231244e+00  9.560749e+00
  y_rep[832]     9.885604e+00  0.197645462  9.520023e+00  9.795822e+00
  y_rep[833]     9.855607e+00  0.211233502  9.476061e+00  9.761374e+00
  y_rep[834]     9.999425e+00  0.197638848  9.617748e+00  9.906437e+00
  y_rep[835]     1.010861e+01  0.225943185  9.698818e+00  1.001400e+01
  y_rep[836]     1.012107e+01  0.215266418  9.771355e+00  1.003043e+01
  y_rep[837]     1.018009e+01  0.257848895  9.774316e+00  1.009242e+01
  y_rep[838]     1.006110e+01  0.210285952  9.657298e+00  9.970285e+00
  y_rep[839]     9.835326e+00  0.216387992  9.366474e+00  9.750408e+00
  y_rep[840]     9.834528e+00  0.212499661  9.405390e+00  9.739727e+00
  y_rep[841]     1.011720e+01  0.217087105  9.730386e+00  1.002569e+01
  y_rep[842]     1.154578e+01  0.221598584  1.114843e+01  1.145074e+01
  y_rep[843]     1.121050e+01  0.205411041  1.083765e+01  1.111728e+01
  y_rep[844]     1.142698e+01  0.196902215  1.101664e+01  1.133217e+01
  y_rep[845]     1.135042e+01  0.228205816  1.094485e+01  1.125627e+01
  y_rep[846]     1.158105e+01  0.205840010  1.122090e+01  1.148274e+01
  y_rep[847]     1.193947e+01  0.218150582  1.156560e+01  1.184074e+01
  y_rep[848]     1.192539e+01  0.228312292  1.156087e+01  1.183227e+01
  y_rep[849]     1.174762e+01  0.229709346  1.133914e+01  1.164952e+01
  y_rep[850]     1.192549e+01  0.209372932  1.155302e+01  1.182249e+01
  y_rep[851]     1.198415e+01  0.208592325  1.158929e+01  1.189567e+01
  y_rep[852]     1.212262e+01  0.196576100  1.172634e+01  1.203679e+01
  y_rep[853]     1.199976e+01  0.216652508  1.160207e+01  1.191083e+01
  y_rep[854]     1.210297e+01  0.270558177  1.169251e+01  1.201555e+01
  y_rep[855]     1.201432e+01  0.316625074  1.164084e+01  1.191955e+01
  y_rep[856]     1.205151e+01  0.188494285  1.169844e+01  1.195795e+01
  y_rep[857]     1.203695e+01  0.190754842  1.166984e+01  1.195129e+01
  y_rep[858]     1.250483e+01  0.241961410  1.209282e+01  1.241906e+01
  y_rep[859]     1.199952e+01  0.214641169  1.163420e+01  1.190177e+01
  y_rep[860]     1.204749e+01  0.216611081  1.161786e+01  1.194922e+01
  y_rep[861]     1.201423e+01  0.217527801  1.162479e+01  1.192523e+01
  y_rep[862]     1.227730e+01  0.218804893  1.190765e+01  1.218309e+01
  y_rep[863]     1.229451e+01  0.222097671  1.187863e+01  1.220270e+01
  y_rep[864]     1.219536e+01  0.230893550  1.182250e+01  1.210931e+01
  y_rep[865]     1.161464e+01  0.222903998  1.124421e+01  1.152047e+01
  y_rep[866]     1.188283e+01  0.209634969  1.150206e+01  1.179202e+01
  y_rep[867]     1.214873e+01  0.201688097  1.174100e+01  1.206288e+01
  y_rep[868]     1.209086e+01  0.183280654  1.173559e+01  1.200034e+01
  y_rep[869]     1.173604e+01  0.210965086  1.128929e+01  1.164591e+01
  y_rep[870]     1.180452e+01  0.201965891  1.143019e+01  1.171580e+01
  y_rep[871]     1.258624e+01  0.210361903  1.221153e+01  1.249758e+01
  y_rep[872]     1.261074e+01  0.245679894  1.217550e+01  1.251718e+01
  y_rep[873]     1.256170e+01  0.204531184  1.214380e+01  1.247585e+01
  y_rep[874]     1.271893e+01  0.212031210  1.228337e+01  1.262866e+01
  y_rep[875]     1.249674e+01  0.234930937  1.212382e+01  1.240676e+01
  y_rep[876]     1.244920e+01  0.205472471  1.205325e+01  1.235810e+01
  y_rep[877]     1.234743e+01  0.217924063  1.200205e+01  1.225684e+01
  y_rep[878]     1.238254e+01  0.211283046  1.193912e+01  1.228996e+01
  y_rep[879]     1.236132e+01  0.299695927  1.197422e+01  1.226530e+01
  y_rep[880]     1.216003e+01  0.224740849  1.177716e+01  1.206359e+01
  y_rep[881]     1.187102e+01  0.225052984  1.147010e+01  1.177962e+01
  y_rep[882]     1.199564e+01  0.224164222  1.161368e+01  1.190882e+01
  y_rep[883]     1.183634e+01  0.197045743  1.139483e+01  1.175427e+01
  y_rep[884]     1.186527e+01  0.226887091  1.143989e+01  1.177695e+01
  y_rep[885]     1.182145e+01  0.206195511  1.144452e+01  1.173193e+01
  y_rep[886]     1.189751e+01  0.197153629  1.149692e+01  1.180764e+01
  y_rep[887]     1.175196e+01  0.205697122  1.131565e+01  1.166523e+01
  y_rep[888]     1.200007e+01  0.213425033  1.160629e+01  1.191231e+01
  y_rep[889]     1.172744e+01  0.249655534  1.129360e+01  1.163740e+01
  y_rep[890]     1.143500e+01  0.218207276  1.103346e+01  1.134287e+01
  y_rep[891]     1.150671e+01  0.202390430  1.108497e+01  1.141823e+01
  y_rep[892]     1.129004e+01  0.225179274  1.086634e+01  1.119964e+01
  y_rep[893]     1.099510e+01  0.190983842  1.061876e+01  1.090342e+01
  y_rep[894]     1.041025e+01  0.404175722  1.000248e+01  1.032383e+01
  y_rep[895]     1.011367e+01  0.198765550  9.711948e+00  1.002937e+01
  y_rep[896]     9.898409e+00  0.211044148  9.500148e+00  9.805449e+00
  y_rep[897]     9.919254e+00  0.238864995  9.447155e+00  9.830686e+00
  y_rep[898]     9.644524e+00  0.212857882  9.277125e+00  9.544020e+00
  y_rep[899]     9.794577e+00  0.223188604  9.409488e+00  9.702082e+00
  y_rep[900]     9.753077e+00  0.207748894  9.306245e+00  9.663506e+00
  y_rep[901]     9.648047e+00  0.253567886  9.229599e+00  9.555819e+00
  y_rep[902]     9.714915e+00  0.185066843  9.345826e+00  9.626662e+00
  y_rep[903]     9.856107e+00  0.193340679  9.491435e+00  9.759926e+00
  y_rep[904]     9.838341e+00  0.212768502  9.437306e+00  9.741725e+00
  y_rep[905]     9.706912e+00  0.198536922  9.326279e+00  9.613417e+00
  y_rep[906]     9.982866e+00  0.192108134  9.584572e+00  9.896230e+00
  y_rep[907]     9.612584e+00  0.211548899  9.251547e+00  9.519828e+00
  y_rep[908]     9.580886e+00  0.194833487  9.222336e+00  9.489260e+00
  y_rep[909]     9.320858e+00  0.261587027  8.827026e+00  9.246446e+00
  y_rep[910]     9.343616e+00  0.214972935  8.967427e+00  9.249701e+00
  y_rep[911]     9.309334e+00  0.195254106  8.913343e+00  9.218757e+00
  y_rep[912]     9.753144e+00  0.221260929  9.317153e+00  9.666021e+00
  y_rep[913]     9.538537e+00  0.248882951  9.120448e+00  9.452035e+00
  y_rep[914]     9.245233e+00  0.202716253  8.828454e+00  9.164876e+00
  y_rep[915]     9.703106e+00  0.215716379  9.307963e+00  9.613907e+00
  y_rep[916]     9.556243e+00  0.200421160  9.179757e+00  9.463202e+00
  y_rep[917]     9.491293e+00  0.211881086  9.079435e+00  9.412528e+00
  y_rep[918]     9.371394e+00  0.212072695  8.922317e+00  9.285697e+00
  y_rep[919]     9.370841e+00  0.215501712  8.996212e+00  9.280420e+00
  y_rep[920]     9.018222e+00  0.214323845  8.669101e+00  8.934299e+00
  y_rep[921]     9.195626e+00  0.208227011  8.803719e+00  9.101279e+00
  y_rep[922]     8.989413e+00  0.248993210  8.607319e+00  8.891485e+00
  y_rep[923]     9.019393e+00  0.240594666  8.654631e+00  8.923261e+00
  y_rep[924]     9.287546e+00  0.196497207  8.923230e+00  9.199012e+00
  y_rep[925]     9.266725e+00  0.329254627  8.858532e+00  9.171852e+00
  y_rep[926]     9.221070e+00  0.218475203  8.807030e+00  9.133760e+00
  y_rep[927]     9.269639e+00  0.200790012  8.908328e+00  9.176096e+00
  y_rep[928]     9.547371e+00  0.203805975  9.155045e+00  9.469836e+00
  y_rep[929]     9.290428e+00  0.222375523  8.896707e+00  9.201005e+00
  y_rep[930]     9.849912e+00  0.221980875  9.462959e+00  9.759587e+00
  y_rep[931]     9.899560e+00  0.194518348  9.511928e+00  9.808867e+00
  y_rep[932]     9.754042e+00  0.204650766  9.330579e+00  9.663473e+00
  y_rep[933]     9.559737e+00  0.213578760  9.163002e+00  9.472095e+00
  y_rep[934]     9.421470e+00  0.197497668  9.045413e+00  9.333294e+00
  y_rep[935]     9.418078e+00  0.216499811  8.996715e+00  9.321045e+00
  y_rep[936]     9.738409e+00  0.205226631  9.361754e+00  9.643337e+00
  y_rep[937]     9.878370e+00  0.228118681  9.506578e+00  9.794562e+00
  y_rep[938]     9.540481e+00  0.188088464  9.145249e+00  9.450904e+00
  y_rep[939]     9.543990e+00  0.231499690  9.114740e+00  9.450311e+00
  y_rep[940]     9.386234e+00  0.224473863  8.981628e+00  9.291120e+00
  y_rep[941]     9.373561e+00  0.204400963  9.008772e+00  9.285500e+00
  y_rep[942]     9.357164e+00  0.223337110  8.971613e+00  9.265227e+00
  y_rep[943]     9.535572e+00  0.212849295  9.185149e+00  9.448418e+00
  y_rep[944]     9.203944e+00  0.195877366  8.819144e+00  9.111730e+00
  y_rep[945]     9.196172e+00  0.239637002  8.756570e+00  9.104420e+00
  y_rep[946]     9.204565e+00  0.234230443  8.793307e+00  9.104402e+00
  y_rep[947]     8.827985e+00  0.210665789  8.428035e+00  8.731961e+00
  y_rep[948]     8.774290e+00  0.210583040  8.418536e+00  8.688771e+00
  y_rep[949]     8.456116e+00  0.218103289  8.054600e+00  8.363259e+00
  y_rep[950]     8.257657e+00  0.270439788  7.868527e+00  8.179735e+00
  y_rep[951]     8.130431e+00  0.189460621  7.733787e+00  8.042205e+00
  y_rep[952]     8.476719e+00  0.231121998  8.063801e+00  8.381931e+00
  y_rep[953]     8.173686e+00  0.202225187  7.788110e+00  8.078192e+00
  y_rep[954]     8.442925e+00  0.205126880  8.050231e+00  8.352800e+00
  y_rep[955]     8.498807e+00  0.213858389  8.116023e+00  8.402083e+00
  y_rep[956]     8.432005e+00  0.192584232  8.017280e+00  8.347500e+00
  y_rep[957]     8.390157e+00  0.208814531  7.988707e+00  8.300348e+00
  y_rep[958]     8.364308e+00  0.219298270  7.982695e+00  8.273114e+00
  y_rep[959]     8.222489e+00  0.284427064  7.825151e+00  8.127213e+00
  y_rep[960]     8.550823e+00  0.256579161  8.115459e+00  8.463108e+00
  y_rep[961]     8.994339e+00  0.216003130  8.600924e+00  8.902821e+00
  y_rep[962]     8.692038e+00  0.227070751  8.306190e+00  8.601093e+00
  y_rep[963]     8.744503e+00  0.240107230  8.332879e+00  8.649559e+00
  y_rep[964]     8.610280e+00  0.207301158  8.208518e+00  8.515888e+00
  y_rep[965]     9.138737e+00  0.306554137  8.790355e+00  9.058212e+00
  y_rep[966]     9.176745e+00  0.194469319  8.806853e+00  9.086088e+00
  y_rep[967]     9.304708e+00  0.208954157  8.894121e+00  9.215354e+00
  y_rep[968]     9.296399e+00  0.244354875  8.933550e+00  9.212137e+00
  y_rep[969]     9.349557e+00  0.222943342  8.916416e+00  9.264106e+00
  y_rep[970]     9.519764e+00  0.234405387  9.110222e+00  9.425542e+00
  y_rep[971]     9.984135e+00  0.214996624  9.604272e+00  9.894492e+00
  y_rep[972]     1.004049e+01  0.199245563  9.675852e+00  9.953604e+00
  y_rep[973]     1.037348e+01  0.212317558  9.970889e+00  1.029199e+01
  y_rep[974]     1.044754e+01  0.223819442  1.007284e+01  1.036640e+01
  y_rep[975]     1.052275e+01  0.238603774  1.013165e+01  1.043126e+01
  y_rep[976]     1.046882e+01  0.207289451  1.009809e+01  1.037507e+01
  y_rep[977]     1.044259e+01  0.219785657  1.009098e+01  1.034714e+01
  y_rep[978]     1.039487e+01  0.276172776  9.963278e+00  1.030605e+01
  y_rep[979]     1.103562e+01  0.214892185  1.062908e+01  1.094913e+01
  y_rep[980]     1.104551e+01  0.224120117  1.061493e+01  1.095491e+01
  y_rep[981]     1.107581e+01  0.199218902  1.070517e+01  1.098965e+01
  y_rep[982]     1.137570e+01  0.231078370  1.096838e+01  1.128430e+01
  y_rep[983]     1.154207e+01  0.214196923  1.112798e+01  1.144685e+01
  y_rep[984]     1.149939e+01  0.203227872  1.107393e+01  1.141158e+01
  y_rep[985]     1.177199e+01  0.201984518  1.140682e+01  1.167960e+01
  y_rep[986]     1.170286e+01  0.197347217  1.132481e+01  1.161591e+01
  y_rep[987]     1.166877e+01  0.233402863  1.125531e+01  1.158064e+01
  y_rep[988]     1.163156e+01  0.205453387  1.123494e+01  1.154442e+01
  y_rep[989]     1.217946e+01  0.225123948  1.181943e+01  1.208489e+01
  y_rep[990]     1.280084e+01  0.217208571  1.238767e+01  1.270863e+01
  y_rep[991]     1.284359e+01  0.218657775  1.246482e+01  1.274411e+01
  y_rep[992]     1.271460e+01  0.322112019  1.234711e+01  1.263601e+01
  y_rep[993]     1.261061e+01  0.210067079  1.222669e+01  1.252747e+01
  y_rep[994]     1.264854e+01  0.228474278  1.224707e+01  1.255944e+01
  y_rep[995]     1.258928e+01  0.202437834  1.222271e+01  1.250153e+01
  y_rep[996]     1.237093e+01  0.257211411  1.199878e+01  1.226579e+01
  y_rep[997]     1.241605e+01  0.292125205  1.205662e+01  1.233295e+01
  y_rep[998]     1.214013e+01  0.215374574  1.172374e+01  1.205352e+01
  y_rep[999]     1.210076e+01  0.224167647  1.172418e+01  1.201593e+01
  y_rep[1000]    1.227757e+01  0.213516806  1.182960e+01  1.218750e+01
  y_rep[1001]    1.224478e+01  0.232063047  1.182485e+01  1.215483e+01
  y_rep[1002]    1.183764e+01  0.234533483  1.145437e+01  1.174727e+01
  y_rep[1003]    1.225458e+01  0.192687093  1.191017e+01  1.216162e+01
  y_rep[1004]    1.202466e+01  0.211101867  1.161209e+01  1.193136e+01
  y_rep[1005]    1.173780e+01  0.229958335  1.135053e+01  1.164447e+01
  y_rep[1006]    1.172965e+01  0.209871928  1.135621e+01  1.163907e+01
  y_rep[1007]    1.191650e+01  0.200287343  1.156184e+01  1.182755e+01
  y_rep[1008]    1.160416e+01  0.217192156  1.117114e+01  1.151890e+01
  y_rep[1009]    1.155829e+01  0.269532005  1.111890e+01  1.146796e+01
  y_rep[1010]    1.146229e+01  0.221788717  1.106480e+01  1.137095e+01
  y_rep[1011]    1.129430e+01  0.185416497  1.089715e+01  1.121014e+01
  y_rep[1012]    1.054899e+01  0.229068461  1.019516e+01  1.045871e+01
  y_rep[1013]    1.039432e+01  0.202186478  9.970756e+00  1.029794e+01
  y_rep[1014]    1.043222e+01  0.209444945  1.006684e+01  1.033192e+01
  y_rep[1015]    1.035850e+01  0.206980823  9.992210e+00  1.026944e+01
  y_rep[1016]    1.027149e+01  0.205975406  9.901369e+00  1.017470e+01
  y_rep[1017]    1.020052e+01  0.250234716  9.803408e+00  1.012145e+01
  y_rep[1018]    1.026874e+01  0.229339325  9.883121e+00  1.017694e+01
  y_rep[1019]    1.054342e+01  0.231198119  1.015212e+01  1.045386e+01
  y_rep[1020]    1.078113e+01  0.202421145  1.039928e+01  1.068426e+01
  y_rep[1021]    1.109220e+01  0.212427667  1.064574e+01  1.100452e+01
  y_rep[1022]    1.107446e+01  0.224375273  1.063300e+01  1.099000e+01
  y_rep[1023]    1.072703e+01  0.211470182  1.033149e+01  1.063631e+01
  y_rep[1024]    1.079256e+01  0.197567950  1.040604e+01  1.070113e+01
  y_rep[1025]    1.130187e+01  0.202814569  1.092581e+01  1.121233e+01
  y_rep[1026]    1.069768e+01  0.210756133  1.030436e+01  1.061020e+01
  y_rep[1027]    1.070610e+01  0.238404794  1.028277e+01  1.061614e+01
  y_rep[1028]    1.052404e+01  0.204257717  1.015977e+01  1.043357e+01
  y_rep[1029]    1.068201e+01  0.206888381  1.031258e+01  1.058896e+01
  y_rep[1030]    1.056933e+01  0.215598718  1.017548e+01  1.047483e+01
  y_rep[1031]    1.047234e+01  0.244577116  1.006103e+01  1.038697e+01
  y_rep[1032]    1.057005e+01  0.185815428  1.017284e+01  1.048837e+01
  y_rep[1033]    1.069261e+01  0.243819369  1.032743e+01  1.061037e+01
  y_rep[1034]    1.075168e+01  0.973674851  1.035453e+01  1.068178e+01
  y_rep[1035]    1.071419e+01  0.212029832  1.028793e+01  1.062443e+01
  y_rep[1036]    1.065321e+01  0.234979821  1.025288e+01  1.056339e+01
  y_rep[1037]    1.086714e+01  0.568317815  1.042495e+01  1.076939e+01
  y_rep[1038]    1.129010e+01  0.208827416  1.091756e+01  1.120488e+01
  y_rep[1039]    1.147038e+01  0.210809947  1.111404e+01  1.137738e+01
  y_rep[1040]    1.145962e+01  0.226988323  1.105402e+01  1.136982e+01
  y_rep[1041]    1.133320e+01  0.219221027  1.093347e+01  1.123180e+01
  y_rep[1042]    1.092765e+01  0.204333694  1.051203e+01  1.083352e+01
  y_rep[1043]    1.088346e+01  0.235839130  1.049399e+01  1.080011e+01
  y_rep[1044]    1.073216e+01  0.196193024  1.032883e+01  1.064095e+01
  y_rep[1045]    1.096996e+01  0.214951995  1.057162e+01  1.088249e+01
  y_rep[1046]    1.081634e+01  0.204223409  1.046691e+01  1.072237e+01
  y_rep[1047]    1.068990e+01  0.183205725  1.031602e+01  1.060058e+01
  y_rep[1048]    1.067525e+01  0.213491763  1.032569e+01  1.058049e+01
  y_rep[1049]    1.058046e+01  0.214635476  1.018747e+01  1.049626e+01
  y_rep[1050]    1.058905e+01  0.195595547  1.020982e+01  1.050142e+01
  y_rep[1051]    1.081420e+01  0.207745023  1.045528e+01  1.072339e+01
  y_rep[1052]    1.057359e+01  0.207089032  1.018991e+01  1.048364e+01
  y_rep[1053]    1.022125e+01  0.208436180  9.804666e+00  1.013030e+01
  y_rep[1054]    1.016147e+01  0.232923356  9.711581e+00  1.007487e+01
  y_rep[1055]    1.012042e+01  0.218392091  9.670679e+00  1.003312e+01
  y_rep[1056]    9.869742e+00  0.239820468  9.438889e+00  9.774106e+00
  y_rep[1057]    1.008015e+01  0.223538880  9.685201e+00  9.982024e+00
  y_rep[1058]    1.005454e+01  0.255260861  9.701394e+00  9.963359e+00
  y_rep[1059]    9.733473e+00  0.237956004  9.354608e+00  9.640406e+00
  y_rep[1060]    9.400542e+00  0.194969231  9.015886e+00  9.308040e+00
  y_rep[1061]    8.779841e+00  0.211567895  8.431005e+00  8.687426e+00
  y_rep[1062]    8.617327e+00  0.220750552  8.248143e+00  8.516568e+00
  y_rep[1063]    8.897504e+00  0.195811821  8.518017e+00  8.802273e+00
  y_rep[1064]    9.223816e+00  0.221034479  8.832865e+00  9.129411e+00
  y_rep[1065]    9.182716e+00  0.226863196  8.802956e+00  9.085802e+00
  y_rep[1066]    8.724792e+00  0.267013831  8.335965e+00  8.638928e+00
  y_rep[1067]    8.715470e+00  0.278033053  8.324519e+00  8.613694e+00
  y_rep[1068]    9.447461e+00  0.261009346  9.047036e+00  9.365449e+00
  y_rep[1069]    9.445103e+00  0.195073136  9.088591e+00  9.360138e+00
  y_rep[1070]    9.536884e+00  0.207491357  9.132908e+00  9.444172e+00
  y_rep[1071]    9.435418e+00  0.203970339  9.058712e+00  9.335990e+00
  y_rep[1072]    8.970384e+00  0.206789911  8.561788e+00  8.880432e+00
  y_rep[1073]    8.782434e+00  0.192098388  8.405124e+00  8.691872e+00
  y_rep[1074]    8.962665e+00  0.231699548  8.559638e+00  8.868205e+00
  y_rep[1075]    9.091019e+00  0.205108786  8.728281e+00  8.997586e+00
  y_rep[1076]    9.459266e+00  0.244917151  9.056143e+00  9.363918e+00
  y_rep[1077]    9.333591e+00  0.209897385  8.988868e+00  9.241759e+00
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  log_lik[1342]  8.327621e-01  0.106517762  6.070765e-01  7.631083e-01
  log_lik[1343]  7.825741e-01  0.058280747  6.617555e-01  7.446909e-01
  log_lik[1344]  8.940745e-01  0.052157709  7.886648e-01  8.608230e-01
  log_lik[1345]  1.114677e+00  0.031346099  1.053741e+00  1.094321e+00
  log_lik[1346]  7.892686e-01  0.043386419  7.045535e-01  7.604652e-01
  log_lik[1347]  7.841200e-01  0.038583494  7.094279e-01  7.579620e-01
  log_lik[1348]  7.842442e-01  0.038731005  7.078333e-01  7.583745e-01
  log_lik[1349]  1.869073e-01  0.063304733  6.147690e-02  1.448458e-01
  log_lik[1350]  1.125507e+00  0.031369372  1.063493e+00  1.104653e+00
  log_lik[1351]  1.105035e+00  0.031017321  1.044328e+00  1.083780e+00
  log_lik[1352]  1.140404e+00  0.031367133  1.077441e+00  1.119208e+00
  log_lik[1353]  1.112609e+00  0.032428869  1.049500e+00  1.090892e+00
  log_lik[1354]  1.036998e+00  0.031765591  9.745263e-01  1.015826e+00
  log_lik[1355]  1.025498e+00  0.043947819  9.361277e-01  9.973663e-01
  log_lik[1356]  1.139873e+00  0.031296642  1.076738e+00  1.118789e+00
  log_lik[1357]  6.475297e-01  0.044866651  5.576910e-01  6.181807e-01
  log_lik[1358] -1.280827e+00  0.063164489 -1.404170e+00 -1.321808e+00
  log_lik[1359]  8.424783e-01  0.045418288  7.487346e-01  8.129424e-01
  log_lik[1360]  2.009059e-01  0.058996427  8.115800e-02  1.615763e-01
  log_lik[1361] -5.204662e-01  0.063571201 -6.514315e-01 -5.634954e-01
  log_lik[1362]  5.747384e-01  0.058762076  4.502738e-01  5.350544e-01
  log_lik[1363]  9.578933e-01  0.041243084  8.748604e-01  9.305208e-01
  log_lik[1364]  7.273902e-01  0.062657021  6.003785e-01  6.840165e-01
  log_lik[1365] -1.871053e+00  0.070525334 -2.010101e+00 -1.918383e+00
  log_lik[1366]  1.139429e+00  0.031414245  1.076443e+00  1.117943e+00
  log_lik[1367]  9.437887e-01  0.046577814  8.451368e-01  9.137349e-01
  log_lik[1368]  9.491699e-01  0.040756182  8.691786e-01  9.217132e-01
  log_lik[1369]  1.091402e+00  0.034073922  1.023672e+00  1.068768e+00
  log_lik[1370]  7.635196e-01  0.065672634  6.355403e-01  7.196924e-01
  log_lik[1371] -4.845803e-01  0.079240581 -6.453501e-01 -5.385192e-01
  log_lik[1372]  9.884834e-01  0.043744599  8.951271e-01  9.602219e-01
  log_lik[1373] -1.924205e-01  0.078558738 -3.469235e-01 -2.431285e-01
  log_lik[1374]  1.129720e+00  0.032267456  1.066756e+00  1.108025e+00
  log_lik[1375]  7.381984e-01  0.047835360  6.403843e-01  7.077856e-01
  log_lik[1376]  7.827647e-01  0.052266411  6.789635e-01  7.484583e-01
  log_lik[1377]  9.637454e-01  0.040192058  8.843287e-01  9.366270e-01
  log_lik[1378]  7.732463e-01  0.051437522  6.694610e-01  7.390269e-01
  log_lik[1379]  1.137936e+00  0.031449256  1.075153e+00  1.116162e+00
  log_lik[1380]  9.463443e-01  0.053480674  8.376198e-01  9.108831e-01
  log_lik[1381]  4.637146e-01  0.068983606  3.260963e-01  4.164474e-01
  log_lik[1382]  1.843384e-01  0.064464596  5.933685e-02  1.393862e-01
  log_lik[1383]  8.721864e-01  0.056869963  7.559170e-01  8.348815e-01
  log_lik[1384]  1.135125e+00  0.031471862  1.072205e+00  1.113839e+00
  log_lik[1385]  1.063752e+00  0.038964373  9.877372e-01  1.037326e+00
  log_lik[1386]  4.043739e-01  0.055421393  2.942589e-01  3.666519e-01
  log_lik[1387]  1.012637e+00  0.036662100  9.377166e-01  9.889329e-01
  log_lik[1388]  1.083788e+00  0.033852130  1.017406e+00  1.060456e+00
  log_lik[1389]  1.007123e+00  0.044965008  9.148826e-01  9.782892e-01
  log_lik[1390]  1.124666e+00  0.031794505  1.062083e+00  1.103607e+00
  log_lik[1391]  1.116263e+00  0.032745952  1.054163e+00  1.095194e+00
  log_lik[1392]  1.115125e+00  0.032047534  1.052245e+00  1.093682e+00
  log_lik[1393]  1.133439e+00  0.032558442  1.069387e+00  1.112287e+00
  log_lik[1394]  5.181025e-01  0.061924081  4.009677e-01  4.760890e-01
  log_lik[1395]  7.777368e-01  0.049172574  6.785457e-01  7.467940e-01
  log_lik[1396] -1.990208e-01  0.087343910 -3.617544e-01 -2.587675e-01
  log_lik[1397] -9.853450e-02  0.072770330 -2.438261e-01 -1.478624e-01
  log_lik[1398] -4.713140e-01  0.068290443 -6.114601e-01 -5.169605e-01
  log_lik[1399] -1.822721e+00  0.102869318 -2.033072e+00 -1.891710e+00
  log_lik[1400]  7.290548e-01  0.054918312  6.139734e-01  6.928258e-01
  log_lik[1401] -9.253153e-01  0.074231334 -1.070584e+00 -9.735482e-01
  log_lik[1402]  9.544790e-01  0.046870296  8.662915e-01  9.231148e-01
  log_lik[1403] -2.018657e-01  0.056168368 -3.133458e-01 -2.386542e-01
  log_lik[1404]  8.194702e-01  0.045140246  7.276281e-01  7.918534e-01
  log_lik[1405]  1.125273e+00  0.032802874  1.060817e+00  1.104504e+00
  log_lik[1406]  9.736172e-01  0.041228698  8.937366e-01  9.456086e-01
  log_lik[1407]  8.420310e-01  0.041923509  7.568152e-01  8.123143e-01
  log_lik[1408]  1.139052e+00  0.031427796  1.077054e+00  1.117852e+00
  log_lik[1409]  1.074784e+00  0.035880766  1.005420e+00  1.050064e+00
  log_lik[1410] -1.837336e+00  0.075080172 -1.982968e+00 -1.888964e+00
  log_lik[1411]  1.137540e+00  0.031738576  1.076400e+00  1.115717e+00
  log_lik[1412] -1.041861e-01  0.074232709 -2.560436e-01 -1.519160e-01
  log_lik[1413] -1.097777e+00  0.061192237 -1.219432e+00 -1.139103e+00
  log_lik[1414]  5.856674e-02  0.166193173 -2.696819e-01 -4.843273e-02
  log_lik[1415] -3.566846e+00  0.125744040 -3.828341e+00 -3.651861e+00
  log_lik[1416] -7.229176e-01  0.076500116 -8.713819e-01 -7.780711e-01
  log_lik[1417] -3.125628e-01  0.059572384 -4.295500e-01 -3.506442e-01
  log_lik[1418]  8.408045e-01  0.069797752  7.029461e-01  7.951698e-01
  log_lik[1419] -2.420831e+00  0.117008293 -2.649576e+00 -2.495187e+00
  log_lik[1420]  1.107148e+00  0.040819433  1.024284e+00  1.081125e+00
  log_lik[1421] -5.314018e-01  0.065214481 -6.613139e-01 -5.739488e-01
  log_lik[1422]  6.021819e-01  0.068829326  4.619494e-01  5.555141e-01
  log_lik[1423] -8.067019e-01  0.086720561 -9.719386e-01 -8.650749e-01
  log_lik[1424] -6.614903e+00  0.263107490 -7.153933e+00 -6.783412e+00
  log_lik[1425] -3.967907e+00  0.172151879 -4.322445e+00 -4.083152e+00
  log_lik[1426] -2.973814e-01  0.103770196 -5.069988e-01 -3.653534e-01
  log_lik[1427]  7.742019e-01  0.208849000  3.186425e-01  6.360408e-01
  log_lik[1428] -9.946976e-01  0.202070155 -1.392140e+00 -1.136065e+00
  log_lik[1429]  7.517710e-01  0.089036947  5.709069e-01  6.936514e-01
  log_lik[1430]  7.112209e-01  0.068583897  5.661520e-01  6.665613e-01
  log_lik[1431] -1.490135e-01  0.146563867 -4.469638e-01 -2.473112e-01
  log_lik[1432]  6.352884e-01  0.169871246  2.764308e-01  5.254794e-01
  log_lik[1433] -2.502299e+00  0.141249857 -2.785808e+00 -2.599195e+00
  log_lik[1434]  1.056304e+00  0.045564458  9.626072e-01  1.026214e+00
  log_lik[1435]  2.963125e-01  0.106537841  8.619839e-02  2.275365e-01
  log_lik[1436]  8.898668e-01  0.086499120  7.034799e-01  8.343428e-01
  log_lik[1437]  1.067803e+00  0.044490776  9.762799e-01  1.039211e+00
  log_lik[1438] -5.027207e-01  0.158965666 -8.081266e-01 -6.078678e-01
  log_lik[1439] -1.138608e-01  0.102626074 -3.240888e-01 -1.779951e-01
  log_lik[1440]  4.736938e-01  0.080659410  3.093790e-01  4.183178e-01
  log_lik[1441]  9.248292e-01  0.066089963  7.907092e-01  8.834644e-01
  log_lik[1442]  1.086405e+00  0.051019573  9.739040e-01  1.056467e+00
  log_lik[1443]  6.620674e-01  0.075530101  5.025671e-01  6.142754e-01
  log_lik[1444]  2.333455e-01  0.132888075 -4.059157e-02  1.449506e-01
  log_lik[1445] -5.504052e-01  0.122664488 -8.006001e-01 -6.376665e-01
  log_lik[1446]  9.892895e-01  0.063618871  8.553788e-01  9.488512e-01
  log_lik[1447] -6.960302e-02  0.179732297 -4.143160e-01 -1.964846e-01
  log_lik[1448]  6.081229e-01  0.061495857  4.820189e-01  5.673398e-01
  log_lik[1449] -6.867283e-01  0.066049675 -8.149480e-01 -7.330460e-01
  log_lik[1450] -5.637428e+00  0.206208043 -6.051321e+00 -5.770964e+00
  log_lik[1451]  8.217215e-01  0.163285082  4.526456e-01  7.240528e-01
  log_lik[1452]  1.034805e+00  0.061228336  9.049568e-01  9.965311e-01
  log_lik[1453]  8.938378e-02  0.065962076 -3.752073e-02  4.321568e-02
  log_lik[1454]  4.052587e-01  0.096520605  2.070475e-01  3.402279e-01
  log_lik[1455] -1.077317e+00  0.140795216 -1.356377e+00 -1.169528e+00
  log_lik[1456]  1.070647e+00  0.044915617  9.776441e-01  1.042459e+00
  log_lik[1457]  3.975774e-01  0.126524202  1.432382e-01  3.137987e-01
  log_lik[1458]  3.792960e-01  0.074184601  2.323335e-01  3.280180e-01
  log_lik[1459]  7.530965e-01  0.099312732  5.459563e-01  6.839903e-01
  log_lik[1460] -4.167346e+00  0.134198004 -4.438606e+00 -4.259144e+00
  y_hat          1.230725e+01  0.215054513  1.188501e+01  1.221305e+01
  lp__           1.326061e+03  2.125772098  1.321095e+03  1.324825e+03
               stats
parameter                 50%           75%         97.5%
  alpha          1.230517e+01  1.230799e+01  1.231276e+01
  beta[1]        6.273950e-01  6.978533e-01  8.359475e-01
  beta[2]        6.577656e-01  7.285325e-01  8.817405e-01
  beta[3]        1.907443e+00  1.990313e+00  2.137527e+00
  beta_mu[1]    -4.035812e-01  1.113127e+01  3.064138e+01
  beta_mu[2]     3.491224e-01  1.176406e+01  3.191118e+01
  beta_mu[3]     1.660887e+00  1.243172e+01  3.357250e+01
  sigma          1.162436e-01  1.189643e-01  1.247439e-01
  nu             2.695022e+00  2.841733e+00  3.154626e+00
  mu[1]          1.651805e+01  1.652292e+01  1.653317e+01
  mu[2]          1.685633e+01  1.686154e+01  1.687285e+01
  mu[3]          1.641272e+01  1.641890e+01  1.643164e+01
  mu[4]          1.709888e+01  1.710463e+01  1.711617e+01
  mu[5]          1.715302e+01  1.716659e+01  1.718895e+01
  mu[6]          1.769488e+01  1.770219e+01  1.771621e+01
  mu[7]          1.735222e+01  1.736265e+01  1.738391e+01
  mu[8]          1.763606e+01  1.765139e+01  1.767772e+01
  mu[9]          1.735267e+01  1.735827e+01  1.736975e+01
  mu[10]         1.780495e+01  1.781135e+01  1.782360e+01
  mu[11]         1.801497e+01  1.802120e+01  1.803356e+01
  mu[12]         1.914861e+01  1.915582e+01  1.917037e+01
  mu[13]         1.895673e+01  1.896370e+01  1.897744e+01
  mu[14]         1.843063e+01  1.843718e+01  1.845036e+01
  mu[15]         1.750626e+01  1.752245e+01  1.754779e+01
  mu[16]         1.688457e+01  1.689040e+01  1.690045e+01
  mu[17]         1.720073e+01  1.720997e+01  1.722838e+01
  mu[18]         1.746819e+01  1.747508e+01  1.748777e+01
  mu[19]         1.720023e+01  1.720540e+01  1.721758e+01
  mu[20]         1.648326e+01  1.648990e+01  1.650338e+01
  mu[21]         1.624309e+01  1.624798e+01  1.625918e+01
  mu[22]         1.638781e+01  1.639287e+01  1.640241e+01
  mu[23]         1.634537e+01  1.635045e+01  1.636197e+01
  mu[24]         1.683934e+01  1.684452e+01  1.685543e+01
  mu[25]         1.693176e+01  1.693684e+01  1.694749e+01
  mu[26]         1.618891e+01  1.619659e+01  1.621018e+01
  mu[27]         1.606017e+01  1.606709e+01  1.607939e+01
  mu[28]         1.584595e+01  1.585566e+01  1.587190e+01
  mu[29]         1.543806e+01  1.544223e+01  1.545135e+01
  mu[30]         1.523818e+01  1.524413e+01  1.525491e+01
  mu[31]         1.531725e+01  1.532436e+01  1.533739e+01
  mu[32]         1.467644e+01  1.468236e+01  1.469437e+01
  mu[33]         1.415265e+01  1.415691e+01  1.416522e+01
  mu[34]         1.393581e+01  1.393941e+01  1.394650e+01
  mu[35]         1.322622e+01  1.323907e+01  1.326106e+01
  mu[36]         1.317158e+01  1.317629e+01  1.318363e+01
  mu[37]         1.361202e+01  1.361799e+01  1.362824e+01
  mu[38]         1.481096e+01  1.482552e+01  1.485257e+01
  mu[39]         1.522414e+01  1.522829e+01  1.523693e+01
  mu[40]         1.479061e+01  1.479544e+01  1.480481e+01
  mu[41]         1.468716e+01  1.469064e+01  1.469844e+01
  mu[42]         1.489563e+01  1.490060e+01  1.490944e+01
  mu[43]         1.475397e+01  1.475772e+01  1.476521e+01
  mu[44]         1.522740e+01  1.523378e+01  1.524517e+01
  mu[45]         1.463154e+01  1.463618e+01  1.464552e+01
  mu[46]         1.376820e+01  1.377362e+01  1.378478e+01
  mu[47]         1.360668e+01  1.361239e+01  1.362435e+01
  mu[48]         1.380728e+01  1.381186e+01  1.381984e+01
  mu[49]         1.449978e+01  1.450652e+01  1.451864e+01
  mu[50]         1.493855e+01  1.494475e+01  1.495537e+01
  mu[51]         1.501329e+01  1.501973e+01  1.503120e+01
  mu[52]         1.440290e+01  1.440924e+01  1.442205e+01
  mu[53]         1.424259e+01  1.424601e+01  1.425346e+01
  mu[54]         1.432336e+01  1.432723e+01  1.433424e+01
  mu[55]         1.423833e+01  1.424475e+01  1.425610e+01
  mu[56]         1.432648e+01  1.433009e+01  1.433697e+01
  mu[57]         1.450368e+01  1.450951e+01  1.452149e+01
  mu[58]         1.471714e+01  1.472078e+01  1.472861e+01
  mu[59]         1.412127e+01  1.412537e+01  1.413358e+01
  mu[60]         1.394822e+01  1.395185e+01  1.395934e+01
  mu[61]         1.307974e+01  1.309308e+01  1.311773e+01
  mu[62]         1.303966e+01  1.304327e+01  1.305046e+01
  mu[63]         1.416521e+01  1.416912e+01  1.417737e+01
  mu[64]         1.397928e+01  1.398272e+01  1.399024e+01
  mu[65]         1.357636e+01  1.358075e+01  1.358924e+01
  mu[66]         1.328337e+01  1.328684e+01  1.329386e+01
  mu[67]         1.338843e+01  1.339190e+01  1.339820e+01
  mu[68]         1.355893e+01  1.356302e+01  1.356977e+01
  mu[69]         1.387589e+01  1.388199e+01  1.389289e+01
  mu[70]         1.402801e+01  1.403281e+01  1.404105e+01
  mu[71]         1.381885e+01  1.382390e+01  1.383425e+01
  mu[72]         1.289510e+01  1.290262e+01  1.291520e+01
  mu[73]         1.234738e+01  1.235035e+01  1.235648e+01
  mu[74]         1.226321e+01  1.226597e+01  1.227154e+01
  mu[75]         1.219190e+01  1.219504e+01  1.220128e+01
  mu[76]         1.292883e+01  1.293396e+01  1.294204e+01
  mu[77]         1.295627e+01  1.295942e+01  1.296470e+01
  mu[78]         1.285652e+01  1.285934e+01  1.286561e+01
  mu[79]         1.240204e+01  1.240552e+01  1.241179e+01
  mu[80]         1.238479e+01  1.238976e+01  1.239858e+01
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  y_rep[83]      1.269114e+01  1.278389e+01  1.310696e+01
  y_rep[84]      1.294738e+01  1.303681e+01  1.329518e+01
  y_rep[85]      1.261122e+01  1.270121e+01  1.298352e+01
  y_rep[86]      1.209985e+01  1.218243e+01  1.247463e+01
  y_rep[87]      1.283743e+01  1.293270e+01  1.322457e+01
  y_rep[88]      1.312845e+01  1.321162e+01  1.349169e+01
  y_rep[89]      1.308110e+01  1.317080e+01  1.344901e+01
  y_rep[90]      1.379690e+01  1.387897e+01  1.416846e+01
  y_rep[91]      1.380466e+01  1.389053e+01  1.418788e+01
  y_rep[92]      1.346160e+01  1.354895e+01  1.384129e+01
  y_rep[93]      1.314330e+01  1.323562e+01  1.354287e+01
  y_rep[94]      1.338045e+01  1.347500e+01  1.377493e+01
  y_rep[95]      1.339193e+01  1.348397e+01  1.375437e+01
  y_rep[96]      1.359555e+01  1.368555e+01  1.400149e+01
  y_rep[97]      1.374463e+01  1.383738e+01  1.414259e+01
  y_rep[98]      1.349069e+01  1.358200e+01  1.387330e+01
  y_rep[99]      1.302960e+01  1.311947e+01  1.339733e+01
  y_rep[100]     1.280952e+01  1.290085e+01  1.322767e+01
  y_rep[101]     1.278303e+01  1.286752e+01  1.317141e+01
  y_rep[102]     1.318674e+01  1.327717e+01  1.359100e+01
  y_rep[103]     1.414438e+01  1.422732e+01  1.455034e+01
  y_rep[104]     1.369739e+01  1.379236e+01  1.411544e+01
  y_rep[105]     1.346574e+01  1.355760e+01  1.388492e+01
  y_rep[106]     1.337129e+01  1.345313e+01  1.376249e+01
  y_rep[107]     1.288034e+01  1.296609e+01  1.326585e+01
  y_rep[108]     1.294197e+01  1.303866e+01  1.339546e+01
  y_rep[109]     1.348408e+01  1.356789e+01  1.386310e+01
  y_rep[110]     1.340820e+01  1.350194e+01  1.377088e+01
  y_rep[111]     1.286061e+01  1.295998e+01  1.324928e+01
  y_rep[112]     1.279465e+01  1.289020e+01  1.319801e+01
  y_rep[113]     1.187997e+01  1.196768e+01  1.227910e+01
  y_rep[114]     1.138338e+01  1.147640e+01  1.176870e+01
  y_rep[115]     1.157051e+01  1.166768e+01  1.200390e+01
  y_rep[116]     1.209764e+01  1.217872e+01  1.247236e+01
  y_rep[117]     1.208738e+01  1.218426e+01  1.248378e+01
  y_rep[118]     1.166946e+01  1.175774e+01  1.203750e+01
  y_rep[119]     1.155355e+01  1.163551e+01  1.187997e+01
  y_rep[120]     1.119207e+01  1.128255e+01  1.159886e+01
  y_rep[121]     1.117338e+01  1.126354e+01  1.157183e+01
  y_rep[122]     1.161886e+01  1.171623e+01  1.208412e+01
  y_rep[123]     1.197469e+01  1.206716e+01  1.234563e+01
  y_rep[124]     1.208048e+01  1.217311e+01  1.246869e+01
  y_rep[125]     1.196974e+01  1.205845e+01  1.240106e+01
  y_rep[126]     1.147199e+01  1.156565e+01  1.185980e+01
  y_rep[127]     1.111025e+01  1.120271e+01  1.151710e+01
  y_rep[128]     1.123579e+01  1.132682e+01  1.165244e+01
  y_rep[129]     1.128897e+01  1.138288e+01  1.167854e+01
  y_rep[130]     1.146887e+01  1.155681e+01  1.189222e+01
  y_rep[131]     1.144050e+01  1.153571e+01  1.183675e+01
  y_rep[132]     1.085367e+01  1.094266e+01  1.124842e+01
  y_rep[133]     1.056651e+01  1.065999e+01  1.094968e+01
  y_rep[134]     1.069334e+01  1.077915e+01  1.107981e+01
  y_rep[135]     1.090639e+01  1.099279e+01  1.127018e+01
  y_rep[136]     1.077425e+01  1.086372e+01  1.116102e+01
  y_rep[137]     1.154176e+01  1.163376e+01  1.192955e+01
  y_rep[138]     1.151088e+01  1.160866e+01  1.192984e+01
  y_rep[139]     1.107864e+01  1.116834e+01  1.147402e+01
  y_rep[140]     1.081972e+01  1.090851e+01  1.120556e+01
  y_rep[141]     1.164825e+01  1.174261e+01  1.200907e+01
  y_rep[142]     1.124874e+01  1.133666e+01  1.164486e+01
  y_rep[143]     1.135975e+01  1.144407e+01  1.176514e+01
  y_rep[144]     1.128701e+01  1.138027e+01  1.167533e+01
  y_rep[145]     1.053066e+01  1.061959e+01  1.089612e+01
  y_rep[146]     1.024404e+01  1.033322e+01  1.067373e+01
  y_rep[147]     1.028075e+01  1.036993e+01  1.062687e+01
  y_rep[148]     1.064447e+01  1.074733e+01  1.107523e+01
  y_rep[149]     1.058339e+01  1.067584e+01  1.098922e+01
  y_rep[150]     1.085027e+01  1.093813e+01  1.125072e+01
  y_rep[151]     1.071134e+01  1.079866e+01  1.115782e+01
  y_rep[152]     1.065891e+01  1.074597e+01  1.104045e+01
  y_rep[153]     1.020040e+01  1.028429e+01  1.060977e+01
  y_rep[154]     1.002551e+01  1.011360e+01  1.037727e+01
  y_rep[155]     1.019415e+01  1.028069e+01  1.056278e+01
  y_rep[156]     1.089803e+01  1.099633e+01  1.127282e+01
  y_rep[157]     1.118131e+01  1.127093e+01  1.155708e+01
  y_rep[158]     1.132067e+01  1.141593e+01  1.172699e+01
  y_rep[159]     1.118203e+01  1.127325e+01  1.157336e+01
  y_rep[160]     1.045966e+01  1.054868e+01  1.087860e+01
  y_rep[161]     1.028131e+01  1.036163e+01  1.063639e+01
  y_rep[162]     1.077563e+01  1.086223e+01  1.114922e+01
  y_rep[163]     1.090728e+01  1.099329e+01  1.125962e+01
  y_rep[164]     1.084494e+01  1.093047e+01  1.120796e+01
  y_rep[165]     1.079375e+01  1.088428e+01  1.115683e+01
  y_rep[166]     1.092079e+01  1.100864e+01  1.132633e+01
  y_rep[167]     1.072408e+01  1.081198e+01  1.112212e+01
  y_rep[168]     1.062189e+01  1.070756e+01  1.102010e+01
  y_rep[169]     1.330629e+01  1.339059e+01  1.376659e+01
  y_rep[170]     1.748337e+01  1.759881e+01  1.790219e+01
  y_rep[171]     1.648809e+01  1.658313e+01  1.690809e+01
  y_rep[172]     1.666156e+01  1.674215e+01  1.700643e+01
  y_rep[173]     1.692748e+01  1.701581e+01  1.736386e+01
  y_rep[174]     1.699042e+01  1.708153e+01  1.738396e+01
  y_rep[175]     1.759133e+01  1.768324e+01  1.803604e+01
  y_rep[176]     1.787163e+01  1.796134e+01  1.824840e+01
  y_rep[177]     1.722779e+01  1.732198e+01  1.761737e+01
  y_rep[178]     1.740121e+01  1.748964e+01  1.781369e+01
  y_rep[179]     1.761409e+01  1.769848e+01  1.802199e+01
  y_rep[180]     1.737472e+01  1.746286e+01  1.772835e+01
  y_rep[181]     1.719977e+01  1.729195e+01  1.759361e+01
  y_rep[182]     1.724821e+01  1.733616e+01  1.760662e+01
  y_rep[183]     1.688193e+01  1.696959e+01  1.727016e+01
  y_rep[184]     1.733200e+01  1.741898e+01  1.774883e+01
  y_rep[185]     1.751326e+01  1.760653e+01  1.790049e+01
  y_rep[186]     1.709552e+01  1.719026e+01  1.749702e+01
  y_rep[187]     1.711854e+01  1.720740e+01  1.751985e+01
  y_rep[188]     1.710248e+01  1.718649e+01  1.752147e+01
  y_rep[189]     1.753678e+01  1.763341e+01  1.792774e+01
  y_rep[190]     1.767999e+01  1.776739e+01  1.808302e+01
  y_rep[191]     1.871516e+01  1.881756e+01  1.911231e+01
  y_rep[192]     1.725417e+01  1.735434e+01  1.767006e+01
  y_rep[193]     1.432669e+01  1.442246e+01  1.472185e+01
  y_rep[194]     1.420124e+01  1.429037e+01  1.459936e+01
  y_rep[195]     1.382134e+01  1.391200e+01  1.421846e+01
  y_rep[196]     1.312429e+01  1.322166e+01  1.355772e+01
  y_rep[197]     1.290990e+01  1.300252e+01  1.334514e+01
  y_rep[198]     1.321664e+01  1.330787e+01  1.359317e+01
  y_rep[199]     1.394303e+01  1.403321e+01  1.439018e+01
  y_rep[200]     1.391975e+01  1.400767e+01  1.435455e+01
  y_rep[201]     1.363815e+01  1.372214e+01  1.404981e+01
  y_rep[202]     1.315987e+01  1.325154e+01  1.352374e+01
  y_rep[203]     1.304058e+01  1.313756e+01  1.352178e+01
  y_rep[204]     1.441425e+01  1.450222e+01  1.476596e+01
  y_rep[205]     1.554284e+01  1.564075e+01  1.593049e+01
  y_rep[206]     1.546970e+01  1.555441e+01  1.584689e+01
  y_rep[207]     1.514174e+01  1.523151e+01  1.556779e+01
  y_rep[208]     1.517104e+01  1.526004e+01  1.554369e+01
  y_rep[209]     1.474712e+01  1.483207e+01  1.515571e+01
  y_rep[210]     1.479447e+01  1.488064e+01  1.523769e+01
  y_rep[211]     1.484132e+01  1.492692e+01  1.524532e+01
  y_rep[212]     1.494212e+01  1.503430e+01  1.540578e+01
  y_rep[213]     1.445665e+01  1.454930e+01  1.486376e+01
  y_rep[214]     1.406689e+01  1.415728e+01  1.441551e+01
  y_rep[215]     1.363892e+01  1.372199e+01  1.403130e+01
  y_rep[216]     1.344211e+01  1.353603e+01  1.384800e+01
  y_rep[217]     1.355243e+01  1.364191e+01  1.392998e+01
  y_rep[218]     1.408549e+01  1.417273e+01  1.448578e+01
  y_rep[219]     1.435796e+01  1.445427e+01  1.478081e+01
  y_rep[220]     1.418520e+01  1.427451e+01  1.455151e+01
  y_rep[221]     1.375214e+01  1.383889e+01  1.414667e+01
  y_rep[222]     1.314397e+01  1.323417e+01  1.352920e+01
  y_rep[223]     1.316944e+01  1.325713e+01  1.356016e+01
  y_rep[224]     1.316343e+01  1.325586e+01  1.352059e+01
  y_rep[225]     1.361582e+01  1.370432e+01  1.400805e+01
  y_rep[226]     1.328721e+01  1.337423e+01  1.364604e+01
  y_rep[227]     1.271760e+01  1.280610e+01  1.311753e+01
  y_rep[228]     1.194472e+01  1.203901e+01  1.234198e+01
  y_rep[229]     1.172507e+01  1.181179e+01  1.209723e+01
  y_rep[230]     1.150420e+01  1.159483e+01  1.188374e+01
  y_rep[231]     1.164833e+01  1.173775e+01  1.202968e+01
  y_rep[232]     1.260987e+01  1.270193e+01  1.307726e+01
  y_rep[233]     1.260993e+01  1.270468e+01  1.301218e+01
  y_rep[234]     1.214207e+01  1.223357e+01  1.252933e+01
  y_rep[235]     1.236227e+01  1.245211e+01  1.278098e+01
  y_rep[236]     1.260412e+01  1.269985e+01  1.298492e+01
  y_rep[237]     1.264585e+01  1.274223e+01  1.305030e+01
  y_rep[238]     1.260909e+01  1.270466e+01  1.298938e+01
  y_rep[239]     1.347515e+01  1.355883e+01  1.390393e+01
  y_rep[240]     1.404302e+01  1.413702e+01  1.444154e+01
  y_rep[241]     1.351548e+01  1.360911e+01  1.390014e+01
  y_rep[242]     1.345420e+01  1.353859e+01  1.385901e+01
  y_rep[243]     1.352248e+01  1.361604e+01  1.392966e+01
  y_rep[244]     1.355748e+01  1.364467e+01  1.393875e+01
  y_rep[245]     1.384977e+01  1.394192e+01  1.419743e+01
  y_rep[246]     1.444251e+01  1.452748e+01  1.478653e+01
  y_rep[247]     1.406368e+01  1.415123e+01  1.442504e+01
  y_rep[248]     1.368971e+01  1.378759e+01  1.411685e+01
  y_rep[249]     1.382742e+01  1.392436e+01  1.420442e+01
  y_rep[250]     1.353578e+01  1.363079e+01  1.388487e+01
  y_rep[251]     1.414957e+01  1.423824e+01  1.449085e+01
  y_rep[252]     1.454827e+01  1.463511e+01  1.494604e+01
  y_rep[253]     1.455421e+01  1.464216e+01  1.494597e+01
  y_rep[254]     1.414765e+01  1.424357e+01  1.453723e+01
  y_rep[255]     1.373789e+01  1.383300e+01  1.409540e+01
  y_rep[256]     1.369986e+01  1.379879e+01  1.410037e+01
  y_rep[257]     1.394677e+01  1.404314e+01  1.431404e+01
  y_rep[258]     1.393002e+01  1.402599e+01  1.433491e+01
  y_rep[259]     1.362221e+01  1.371764e+01  1.402885e+01
  y_rep[260]     1.359396e+01  1.368600e+01  1.398601e+01
  y_rep[261]     1.351621e+01  1.360751e+01  1.392447e+01
  y_rep[262]     1.241307e+01  1.250157e+01  1.283483e+01
  y_rep[263]     1.213216e+01  1.222085e+01  1.250976e+01
  y_rep[264]     1.236920e+01  1.246095e+01  1.281863e+01
  y_rep[265]     1.244980e+01  1.254383e+01  1.286208e+01
  y_rep[266]     1.343520e+01  1.352720e+01  1.383075e+01
  y_rep[267]     1.316637e+01  1.325594e+01  1.358077e+01
  y_rep[268]     1.271487e+01  1.280453e+01  1.309758e+01
  y_rep[269]     1.257754e+01  1.266137e+01  1.291268e+01
  y_rep[270]     1.303868e+01  1.312755e+01  1.342916e+01
  y_rep[271]     1.353130e+01  1.361894e+01  1.392576e+01
  y_rep[272]     1.376203e+01  1.384860e+01  1.408143e+01
  y_rep[273]     1.356413e+01  1.365939e+01  1.400210e+01
  y_rep[274]     1.347542e+01  1.357145e+01  1.387746e+01
  y_rep[275]     1.282112e+01  1.290492e+01  1.320010e+01
  y_rep[276]     1.266335e+01  1.276149e+01  1.305235e+01
  y_rep[277]     1.270556e+01  1.279090e+01  1.308925e+01
  y_rep[278]     1.286200e+01  1.295032e+01  1.326796e+01
  y_rep[279]     1.284779e+01  1.293602e+01  1.321770e+01
  y_rep[280]     1.291117e+01  1.300532e+01  1.328514e+01
  y_rep[281]     1.280760e+01  1.289254e+01  1.316603e+01
  y_rep[282]     1.262986e+01  1.272056e+01  1.298517e+01
  y_rep[283]     1.323711e+01  1.332983e+01  1.363822e+01
  y_rep[284]     1.307684e+01  1.316869e+01  1.344267e+01
  y_rep[285]     1.358565e+01  1.367450e+01  1.394269e+01
  y_rep[286]     1.368369e+01  1.377282e+01  1.407311e+01
  y_rep[287]     1.347541e+01  1.357245e+01  1.389739e+01
  y_rep[288]     1.320655e+01  1.330150e+01  1.358719e+01
  y_rep[289]     1.282896e+01  1.291296e+01  1.321762e+01
  y_rep[290]     1.273043e+01  1.282291e+01  1.314825e+01
  y_rep[291]     1.290753e+01  1.298967e+01  1.326623e+01
  y_rep[292]     1.305016e+01  1.314669e+01  1.340287e+01
  y_rep[293]     1.280582e+01  1.290765e+01  1.319699e+01
  y_rep[294]     1.262947e+01  1.272145e+01  1.299493e+01
  y_rep[295]     1.294041e+01  1.303080e+01  1.329493e+01
  y_rep[296]     1.348231e+01  1.357050e+01  1.384171e+01
  y_rep[297]     1.317084e+01  1.326694e+01  1.360515e+01
  y_rep[298]     1.452651e+01  1.461090e+01  1.486548e+01
  y_rep[299]     1.464599e+01  1.473245e+01  1.504452e+01
  y_rep[300]     1.493678e+01  1.502884e+01  1.533451e+01
  y_rep[301]     1.488616e+01  1.497198e+01  1.526914e+01
  y_rep[302]     1.487721e+01  1.496834e+01  1.525428e+01
  y_rep[303]     1.477992e+01  1.487312e+01  1.517162e+01
  y_rep[304]     1.488261e+01  1.496686e+01  1.528426e+01
  y_rep[305]     1.486129e+01  1.495882e+01  1.529137e+01
  y_rep[306]     1.461682e+01  1.470675e+01  1.502246e+01
  y_rep[307]     1.463503e+01  1.473121e+01  1.501928e+01
  y_rep[308]     1.461742e+01  1.470906e+01  1.502100e+01
  y_rep[309]     1.555802e+01  1.564924e+01  1.596677e+01
  y_rep[310]     1.601338e+01  1.610294e+01  1.641559e+01
  y_rep[311]     1.576380e+01  1.585880e+01  1.617604e+01
  y_rep[312]     1.570690e+01  1.580039e+01  1.611159e+01
  y_rep[313]     1.586580e+01  1.595070e+01  1.627378e+01
  y_rep[314]     1.568923e+01  1.578149e+01  1.607371e+01
  y_rep[315]     1.534805e+01  1.543892e+01  1.577035e+01
  y_rep[316]     1.521498e+01  1.530261e+01  1.560711e+01
  y_rep[317]     1.490984e+01  1.499313e+01  1.527682e+01
  y_rep[318]     1.471383e+01  1.480230e+01  1.509686e+01
  y_rep[319]     1.481412e+01  1.489772e+01  1.521609e+01
  y_rep[320]     1.407482e+01  1.416545e+01  1.442153e+01
  y_rep[321]     1.314992e+01  1.324576e+01  1.359947e+01
  y_rep[322]     1.308917e+01  1.317929e+01  1.348833e+01
  y_rep[323]     1.259039e+01  1.267725e+01  1.295750e+01
  y_rep[324]     1.282411e+01  1.291433e+01  1.327797e+01
  y_rep[325]     1.312384e+01  1.321529e+01  1.355704e+01
  y_rep[326]     1.324892e+01  1.334210e+01  1.359678e+01
  y_rep[327]     1.357605e+01  1.366755e+01  1.395174e+01
  y_rep[328]     1.349966e+01  1.358193e+01  1.384848e+01
  y_rep[329]     1.351798e+01  1.360615e+01  1.390089e+01
  y_rep[330]     1.354630e+01  1.363541e+01  1.392386e+01
  y_rep[331]     1.358013e+01  1.367416e+01  1.395041e+01
  y_rep[332]     1.289529e+01  1.298595e+01  1.326652e+01
  y_rep[333]     1.347043e+01  1.356517e+01  1.393619e+01
  y_rep[334]     1.361610e+01  1.370493e+01  1.395860e+01
  y_rep[335]     1.341166e+01  1.349768e+01  1.380794e+01
  y_rep[336]     1.319827e+01  1.329002e+01  1.359944e+01
  y_rep[337]     1.318409e+01  1.327451e+01  1.358800e+01
  y_rep[338]     1.369691e+01  1.378132e+01  1.411625e+01
  y_rep[339]     1.387563e+01  1.396344e+01  1.424447e+01
  y_rep[340]     1.415268e+01  1.423985e+01  1.457927e+01
  y_rep[341]     1.381736e+01  1.390796e+01  1.417990e+01
  y_rep[342]     1.394222e+01  1.403466e+01  1.431556e+01
  y_rep[343]     1.422555e+01  1.431138e+01  1.456151e+01
  y_rep[344]     1.403726e+01  1.412950e+01  1.441859e+01
  y_rep[345]     1.425630e+01  1.435173e+01  1.466587e+01
  y_rep[346]     1.452338e+01  1.461302e+01  1.490009e+01
  y_rep[347]     1.406235e+01  1.415368e+01  1.446239e+01
  y_rep[348]     1.399966e+01  1.409057e+01  1.441751e+01
  y_rep[349]     1.380866e+01  1.390972e+01  1.421652e+01
  y_rep[350]     1.388624e+01  1.397741e+01  1.431099e+01
  y_rep[351]     1.398497e+01  1.407956e+01  1.436574e+01
  y_rep[352]     1.445232e+01  1.454604e+01  1.485688e+01
  y_rep[353]     1.447365e+01  1.456832e+01  1.487900e+01
  y_rep[354]     1.532164e+01  1.541530e+01  1.572315e+01
  y_rep[355]     1.535163e+01  1.544164e+01  1.575000e+01
  y_rep[356]     1.540162e+01  1.548934e+01  1.581353e+01
  y_rep[357]     1.735175e+01  1.743691e+01  1.774374e+01
  y_rep[358]     1.906867e+01  1.915955e+01  1.943068e+01
  y_rep[359]     1.820315e+01  1.829335e+01  1.860466e+01
  y_rep[360]     1.903427e+01  1.912923e+01  1.949366e+01
  y_rep[361]     1.897281e+01  1.906087e+01  1.938155e+01
  y_rep[362]     1.909554e+01  1.917893e+01  1.948071e+01
  y_rep[363]     2.008483e+01  2.017242e+01  2.050736e+01
  y_rep[364]     2.046776e+01  2.056512e+01  2.089687e+01
  y_rep[365]     2.008511e+01  2.017779e+01  2.047675e+01
  y_rep[366]     2.030809e+01  2.039205e+01  2.066862e+01
  y_rep[367]     2.105814e+01  2.113799e+01  2.145012e+01
  y_rep[368]     2.093774e+01  2.103252e+01  2.131040e+01
  y_rep[369]     2.142599e+01  2.151665e+01  2.180470e+01
  y_rep[370]     2.180582e+01  2.189167e+01  2.220476e+01
  y_rep[371]     2.137089e+01  2.146177e+01  2.175410e+01
  y_rep[372]     2.195158e+01  2.204304e+01  2.236021e+01
  y_rep[373]     2.218092e+01  2.226978e+01  2.251497e+01
  y_rep[374]     2.192338e+01  2.200729e+01  2.230556e+01
  y_rep[375]     2.195558e+01  2.204804e+01  2.232867e+01
  y_rep[376]     2.205126e+01  2.214206e+01  2.245347e+01
  y_rep[377]     2.194115e+01  2.203616e+01  2.234346e+01
  y_rep[378]     2.189809e+01  2.198492e+01  2.230731e+01
  y_rep[379]     2.157429e+01  2.166410e+01  2.196583e+01
  y_rep[380]     1.954687e+01  1.963789e+01  1.992958e+01
  y_rep[381]     1.995725e+01  2.004826e+01  2.031291e+01
  y_rep[382]     2.066315e+01  2.076020e+01  2.105451e+01
  y_rep[383]     2.031165e+01  2.039745e+01  2.073149e+01
  y_rep[384]     2.000198e+01  2.009100e+01  2.041770e+01
  y_rep[385]     1.979334e+01  1.988459e+01  2.016728e+01
  y_rep[386]     1.936250e+01  1.945632e+01  1.979651e+01
  y_rep[387]     1.985543e+01  1.993623e+01  2.024349e+01
  y_rep[388]     2.033844e+01  2.042942e+01  2.069595e+01
  y_rep[389]     2.001926e+01  2.010798e+01  2.038241e+01
  y_rep[390]     1.947016e+01  1.956468e+01  1.988195e+01
  y_rep[391]     1.928809e+01  1.937727e+01  1.965664e+01
  y_rep[392]     1.860270e+01  1.868503e+01  1.902454e+01
  y_rep[393]     1.892373e+01  1.901763e+01  1.933043e+01
  y_rep[394]     1.894411e+01  1.903262e+01  1.930619e+01
  y_rep[395]     1.858456e+01  1.867902e+01  1.897628e+01
  y_rep[396]     1.810164e+01  1.820354e+01  1.852458e+01
  y_rep[397]     1.803611e+01  1.812846e+01  1.844982e+01
  y_rep[398]     1.803415e+01  1.812224e+01  1.840669e+01
  y_rep[399]     1.791385e+01  1.800302e+01  1.829397e+01
  y_rep[400]     1.749539e+01  1.759810e+01  1.794465e+01
  y_rep[401]     1.768904e+01  1.777781e+01  1.804699e+01
  y_rep[402]     1.757523e+01  1.766641e+01  1.795771e+01
  y_rep[403]     1.727273e+01  1.736586e+01  1.766732e+01
  y_rep[404]     1.674919e+01  1.684008e+01  1.714083e+01
  y_rep[405]     1.596211e+01  1.604829e+01  1.635421e+01
  y_rep[406]     1.608246e+01  1.617526e+01  1.644500e+01
  y_rep[407]     1.639367e+01  1.649633e+01  1.680674e+01
  y_rep[408]     1.621314e+01  1.630158e+01  1.657495e+01
  y_rep[409]     1.594742e+01  1.604025e+01  1.635100e+01
  y_rep[410]     1.537166e+01  1.545952e+01  1.577526e+01
  y_rep[411]     1.515610e+01  1.524943e+01  1.555823e+01
  y_rep[412]     1.532058e+01  1.540804e+01  1.570066e+01
  y_rep[413]     1.532399e+01  1.541772e+01  1.574185e+01
  y_rep[414]     1.502747e+01  1.511284e+01  1.543194e+01
  y_rep[415]     1.497021e+01  1.506156e+01  1.536671e+01
  y_rep[416]     1.512083e+01  1.521203e+01  1.553219e+01
  y_rep[417]     1.482061e+01  1.490911e+01  1.521870e+01
  y_rep[418]     1.506142e+01  1.516023e+01  1.543432e+01
  y_rep[419]     1.606061e+01  1.615281e+01  1.641449e+01
  y_rep[420]     1.586017e+01  1.595183e+01  1.622106e+01
  y_rep[421]     1.564668e+01  1.573696e+01  1.606146e+01
  y_rep[422]     1.527944e+01  1.537014e+01  1.566270e+01
  y_rep[423]     1.492190e+01  1.501742e+01  1.534942e+01
  y_rep[424]     1.543183e+01  1.552298e+01  1.581157e+01
  y_rep[425]     1.590547e+01  1.599435e+01  1.632471e+01
  y_rep[426]     1.589088e+01  1.597349e+01  1.624144e+01
  y_rep[427]     1.589966e+01  1.598627e+01  1.632468e+01
  y_rep[428]     1.602127e+01  1.611037e+01  1.641689e+01
  y_rep[429]     1.572760e+01  1.581225e+01  1.612181e+01
  y_rep[430]     1.578685e+01  1.587945e+01  1.617865e+01
  y_rep[431]     1.613034e+01  1.621877e+01  1.650730e+01
  y_rep[432]     1.592480e+01  1.601692e+01  1.627152e+01
  y_rep[433]     1.616992e+01  1.627065e+01  1.654788e+01
  y_rep[434]     1.647165e+01  1.656432e+01  1.689148e+01
  y_rep[435]     1.618559e+01  1.626929e+01  1.658202e+01
  y_rep[436]     1.590362e+01  1.599710e+01  1.629606e+01
  y_rep[437]     1.631961e+01  1.640407e+01  1.669131e+01
  y_rep[438]     1.591485e+01  1.601479e+01  1.628516e+01
  y_rep[439]     1.571693e+01  1.580251e+01  1.611365e+01
  y_rep[440]     1.576383e+01  1.585413e+01  1.618935e+01
  y_rep[441]     1.563246e+01  1.572326e+01  1.598888e+01
  y_rep[442]     1.528258e+01  1.538115e+01  1.565219e+01
  y_rep[443]     1.550693e+01  1.559779e+01  1.593919e+01
  y_rep[444]     1.518046e+01  1.526886e+01  1.555856e+01
  y_rep[445]     1.512031e+01  1.521194e+01  1.551362e+01
  y_rep[446]     1.572639e+01  1.582068e+01  1.612859e+01
  y_rep[447]     1.567781e+01  1.577038e+01  1.606356e+01
  y_rep[448]     1.470476e+01  1.479846e+01  1.512958e+01
  y_rep[449]     1.486874e+01  1.496149e+01  1.523670e+01
  y_rep[450]     1.466681e+01  1.475448e+01  1.505396e+01
  y_rep[451]     1.443455e+01  1.452651e+01  1.487677e+01
  y_rep[452]     1.434750e+01  1.443480e+01  1.474637e+01
  y_rep[453]     1.399624e+01  1.409149e+01  1.436977e+01
  y_rep[454]     1.362715e+01  1.371850e+01  1.398351e+01
  y_rep[455]     1.483278e+01  1.493145e+01  1.518484e+01
  y_rep[456]     1.488858e+01  1.498281e+01  1.525514e+01
  y_rep[457]     1.473273e+01  1.481896e+01  1.509057e+01
  y_rep[458]     1.485302e+01  1.494390e+01  1.524296e+01
  y_rep[459]     1.495052e+01  1.503792e+01  1.536328e+01
  y_rep[460]     1.444855e+01  1.454086e+01  1.488227e+01
  y_rep[461]     1.481333e+01  1.490468e+01  1.519398e+01
  y_rep[462]     1.456825e+01  1.465813e+01  1.494937e+01
  y_rep[463]     1.414155e+01  1.422763e+01  1.458041e+01
  y_rep[464]     1.411722e+01  1.421183e+01  1.453778e+01
  y_rep[465]     1.383997e+01  1.391806e+01  1.423467e+01
  y_rep[466]     1.383667e+01  1.393146e+01  1.423834e+01
  y_rep[467]     1.542336e+01  1.550974e+01  1.584156e+01
  y_rep[468]     1.505588e+01  1.514925e+01  1.544662e+01
  y_rep[469]     1.524482e+01  1.533623e+01  1.567386e+01
  y_rep[470]     1.570218e+01  1.578534e+01  1.608859e+01
  y_rep[471]     1.596925e+01  1.605521e+01  1.634073e+01
  y_rep[472]     1.561958e+01  1.571120e+01  1.598911e+01
  y_rep[473]     1.909512e+01  1.918334e+01  1.950551e+01
  y_rep[474]     2.213046e+01  2.222728e+01  2.253753e+01
  y_rep[475]     2.178952e+01  2.188214e+01  2.218040e+01
  y_rep[476]     2.182842e+01  2.192302e+01  2.220657e+01
  y_rep[477]     2.157932e+01  2.166666e+01  2.202242e+01
  y_rep[478]     2.060794e+01  2.069826e+01  2.101606e+01
  y_rep[479]     2.144387e+01  2.153262e+01  2.185751e+01
  y_rep[480]     2.123990e+01  2.133467e+01  2.161806e+01
  y_rep[481]     2.108474e+01  2.118168e+01  2.150854e+01
  y_rep[482]     2.101763e+01  2.111170e+01  2.143703e+01
  y_rep[483]     2.127749e+01  2.137017e+01  2.165262e+01
  y_rep[484]     2.133093e+01  2.143115e+01  2.175815e+01
  y_rep[485]     2.158946e+01  2.169167e+01  2.201720e+01
  y_rep[486]     2.179621e+01  2.188354e+01  2.213889e+01
  y_rep[487]     2.141228e+01  2.150605e+01  2.181155e+01
  y_rep[488]     2.238404e+01  2.248203e+01  2.278320e+01
  y_rep[489]     2.216848e+01  2.226580e+01  2.261264e+01
  y_rep[490]     2.145608e+01  2.154396e+01  2.188231e+01
  y_rep[491]     2.149847e+01  2.159427e+01  2.193819e+01
  y_rep[492]     2.120403e+01  2.128411e+01  2.158665e+01
  y_rep[493]     2.076105e+01  2.085729e+01  2.114738e+01
  y_rep[494]     2.113051e+01  2.122152e+01  2.149479e+01
  y_rep[495]     2.098681e+01  2.107454e+01  2.143785e+01
  y_rep[496]     1.906479e+01  1.916105e+01  1.952212e+01
  y_rep[497]     1.585079e+01  1.594535e+01  1.627871e+01
  y_rep[498]     1.644497e+01  1.654716e+01  1.687141e+01
  y_rep[499]     1.664174e+01  1.674208e+01  1.702679e+01
  y_rep[500]     1.570315e+01  1.578936e+01  1.609566e+01
  y_rep[501]     1.585799e+01  1.594136e+01  1.622597e+01
  y_rep[502]     1.544128e+01  1.553324e+01  1.585385e+01
  y_rep[503]     1.562808e+01  1.571900e+01  1.607511e+01
  y_rep[504]     1.565618e+01  1.574948e+01  1.604563e+01
  y_rep[505]     1.525873e+01  1.535917e+01  1.568226e+01
  y_rep[506]     1.494891e+01  1.503687e+01  1.531148e+01
  y_rep[507]     1.477778e+01  1.487155e+01  1.515808e+01
  y_rep[508]     1.419864e+01  1.428995e+01  1.458960e+01
  y_rep[509]     1.449142e+01  1.457849e+01  1.490948e+01
  y_rep[510]     1.412985e+01  1.422021e+01  1.449030e+01
  y_rep[511]     1.356676e+01  1.366376e+01  1.393878e+01
  y_rep[512]     1.369743e+01  1.378974e+01  1.412894e+01
  y_rep[513]     1.326514e+01  1.335907e+01  1.366076e+01
  y_rep[514]     1.285237e+01  1.293333e+01  1.316802e+01
  y_rep[515]     1.287372e+01  1.297205e+01  1.328280e+01
  y_rep[516]     1.319815e+01  1.329090e+01  1.357500e+01
  y_rep[517]     1.281276e+01  1.289886e+01  1.322658e+01
  y_rep[518]     1.301984e+01  1.310954e+01  1.341176e+01
  y_rep[519]     1.297948e+01  1.306823e+01  1.335130e+01
  y_rep[520]     1.238073e+01  1.247447e+01  1.284815e+01
  y_rep[521]     1.270742e+01  1.279296e+01  1.310566e+01
  y_rep[522]     1.256484e+01  1.264745e+01  1.294820e+01
  y_rep[523]     1.234678e+01  1.243195e+01  1.274166e+01
  y_rep[524]     1.218968e+01  1.228242e+01  1.256292e+01
  y_rep[525]     1.229508e+01  1.239000e+01  1.265021e+01
  y_rep[526]     1.178984e+01  1.188664e+01  1.216509e+01
  y_rep[527]     1.173197e+01  1.181997e+01  1.218288e+01
  y_rep[528]     1.223249e+01  1.233498e+01  1.266832e+01
  y_rep[529]     1.199600e+01  1.209011e+01  1.244586e+01
  y_rep[530]     1.229421e+01  1.238566e+01  1.270864e+01
  y_rep[531]     1.210661e+01  1.218772e+01  1.249869e+01
  y_rep[532]     1.146152e+01  1.155955e+01  1.182971e+01
  y_rep[533]     1.171008e+01  1.180266e+01  1.203559e+01
  y_rep[534]     1.187110e+01  1.197046e+01  1.225938e+01
  y_rep[535]     1.167817e+01  1.177023e+01  1.205529e+01
  y_rep[536]     1.266018e+01  1.275572e+01  1.304998e+01
  y_rep[537]     1.227052e+01  1.235636e+01  1.269731e+01
  y_rep[538]     1.183373e+01  1.192299e+01  1.219404e+01
  y_rep[539]     1.187037e+01  1.196152e+01  1.227943e+01
  y_rep[540]     1.155531e+01  1.164674e+01  1.195584e+01
  y_rep[541]     1.149190e+01  1.158732e+01  1.189249e+01
  y_rep[542]     1.158468e+01  1.166883e+01  1.194624e+01
  y_rep[543]     1.133445e+01  1.141442e+01  1.170358e+01
  y_rep[544]     1.115103e+01  1.123400e+01  1.159063e+01
  y_rep[545]     1.170072e+01  1.179470e+01  1.212421e+01
  y_rep[546]     1.132625e+01  1.142062e+01  1.169742e+01
  y_rep[547]     1.137290e+01  1.145698e+01  1.175913e+01
  y_rep[548]     1.129632e+01  1.138870e+01  1.170247e+01
  y_rep[549]     1.162209e+01  1.171165e+01  1.201542e+01
  y_rep[550]     1.155194e+01  1.163883e+01  1.194915e+01
  y_rep[551]     1.126482e+01  1.135387e+01  1.167094e+01
  y_rep[552]     1.098758e+01  1.108027e+01  1.138605e+01
  y_rep[553]     1.085425e+01  1.094190e+01  1.129056e+01
  y_rep[554]     1.104471e+01  1.113225e+01  1.144114e+01
  y_rep[555]     1.097337e+01  1.105914e+01  1.134324e+01
  y_rep[556]     1.042582e+01  1.051232e+01  1.081593e+01
  y_rep[557]     1.024541e+01  1.032959e+01  1.065291e+01
  y_rep[558]     1.033171e+01  1.041934e+01  1.075055e+01
  y_rep[559]     1.006534e+01  1.016002e+01  1.050955e+01
  y_rep[560]     1.325181e+01  1.334518e+01  1.363327e+01
  y_rep[561]     1.280504e+01  1.289646e+01  1.318596e+01
  y_rep[562]     1.264058e+01  1.273847e+01  1.302074e+01
  y_rep[563]     1.299491e+01  1.308936e+01  1.342545e+01
  y_rep[564]     1.346158e+01  1.355673e+01  1.387058e+01
  y_rep[565]     1.297212e+01  1.306573e+01  1.338221e+01
  y_rep[566]     1.319128e+01  1.328293e+01  1.357248e+01
  y_rep[567]     1.292256e+01  1.300936e+01  1.328342e+01
  y_rep[568]     1.251880e+01  1.260981e+01  1.289446e+01
  y_rep[569]     1.284791e+01  1.293713e+01  1.322190e+01
  y_rep[570]     1.271033e+01  1.280227e+01  1.309199e+01
  y_rep[571]     1.267941e+01  1.277319e+01  1.306032e+01
  y_rep[572]     1.231435e+01  1.239886e+01  1.272209e+01
  y_rep[573]     1.235448e+01  1.244662e+01  1.275918e+01
  y_rep[574]     1.209933e+01  1.218953e+01  1.250810e+01
  y_rep[575]     1.232595e+01  1.240861e+01  1.274295e+01
  y_rep[576]     1.206792e+01  1.215347e+01  1.244867e+01
  y_rep[577]     1.197194e+01  1.206783e+01  1.239872e+01
  y_rep[578]     1.234863e+01  1.244138e+01  1.277553e+01
  y_rep[579]     1.233984e+01  1.242763e+01  1.269553e+01
  y_rep[580]     1.204109e+01  1.213467e+01  1.243902e+01
  y_rep[581]     1.213719e+01  1.222810e+01  1.257160e+01
  y_rep[582]     1.216978e+01  1.225894e+01  1.252057e+01
  y_rep[583]     1.101019e+01  1.110738e+01  1.141587e+01
  y_rep[584]     1.106041e+01  1.115623e+01  1.147335e+01
  y_rep[585]     1.085085e+01  1.094094e+01  1.124166e+01
  y_rep[586]     1.047907e+01  1.057518e+01  1.087260e+01
  y_rep[587]     1.060132e+01  1.069516e+01  1.100211e+01
  y_rep[588]     1.123891e+01  1.132663e+01  1.163197e+01
  y_rep[589]     1.125997e+01  1.135882e+01  1.167478e+01
  y_rep[590]     1.154223e+01  1.162760e+01  1.192104e+01
  y_rep[591]     1.160593e+01  1.170043e+01  1.199613e+01
  y_rep[592]     1.771137e+01  1.784317e+01  1.815912e+01
  y_rep[593]     1.865539e+01  1.875167e+01  1.904253e+01
  y_rep[594]     1.919735e+01  1.929013e+01  1.961167e+01
  y_rep[595]     1.857732e+01  1.867082e+01  1.896242e+01
  y_rep[596]     1.907668e+01  1.915965e+01  1.944306e+01
  y_rep[597]     1.942670e+01  1.952039e+01  1.983346e+01
  y_rep[598]     1.929907e+01  1.939385e+01  1.967519e+01
  y_rep[599]     1.959799e+01  1.969379e+01  1.999946e+01
  y_rep[600]     1.939212e+01  1.948160e+01  1.982415e+01
  y_rep[601]     1.946956e+01  1.955687e+01  1.984780e+01
  y_rep[602]     1.958936e+01  1.967382e+01  2.003384e+01
  y_rep[603]     2.043602e+01  2.052037e+01  2.078624e+01
  y_rep[604]     2.020035e+01  2.029601e+01  2.058725e+01
  y_rep[605]     2.001485e+01  2.009741e+01  2.035469e+01
  y_rep[606]     2.035945e+01  2.045165e+01  2.075861e+01
  y_rep[607]     2.040015e+01  2.049480e+01  2.075118e+01
  y_rep[608]     2.043853e+01  2.052607e+01  2.082823e+01
  y_rep[609]     2.072127e+01  2.080980e+01  2.112490e+01
  y_rep[610]     2.038876e+01  2.047787e+01  2.075274e+01
  y_rep[611]     2.072205e+01  2.081648e+01  2.113511e+01
  y_rep[612]     2.042164e+01  2.051553e+01  2.083706e+01
  y_rep[613]     2.009761e+01  2.018322e+01  2.046852e+01
  y_rep[614]     1.824230e+01  1.833597e+01  1.861674e+01
  y_rep[615]     1.639526e+01  1.649404e+01  1.678917e+01
  y_rep[616]     1.541817e+01  1.551141e+01  1.583129e+01
  y_rep[617]     1.567584e+01  1.576754e+01  1.611085e+01
  y_rep[618]     1.521148e+01  1.530478e+01  1.562157e+01
  y_rep[619]     1.464756e+01  1.473102e+01  1.501871e+01
  y_rep[620]     1.464232e+01  1.473531e+01  1.501456e+01
  y_rep[621]     1.473995e+01  1.482989e+01  1.512413e+01
  y_rep[622]     1.525950e+01  1.535094e+01  1.573270e+01
  y_rep[623]     1.542137e+01  1.552058e+01  1.584797e+01
  y_rep[624]     1.513169e+01  1.522685e+01  1.550119e+01
  y_rep[625]     1.509054e+01  1.518407e+01  1.548181e+01
  y_rep[626]     1.453562e+01  1.462329e+01  1.495906e+01
  y_rep[627]     1.439247e+01  1.448320e+01  1.477453e+01
  y_rep[628]     1.409291e+01  1.417534e+01  1.448923e+01
  y_rep[629]     1.380261e+01  1.389064e+01  1.419207e+01
  y_rep[630]     1.378163e+01  1.387131e+01  1.414341e+01
  y_rep[631]     1.335888e+01  1.345338e+01  1.378597e+01
  y_rep[632]     1.338912e+01  1.348239e+01  1.376150e+01
  y_rep[633]     1.343535e+01  1.352907e+01  1.383444e+01
  y_rep[634]     1.322987e+01  1.331582e+01  1.361758e+01
  y_rep[635]     1.276864e+01  1.286714e+01  1.315125e+01
  y_rep[636]     1.269642e+01  1.278706e+01  1.306041e+01
  y_rep[637]     1.226205e+01  1.235651e+01  1.263561e+01
  y_rep[638]     1.275205e+01  1.284466e+01  1.312392e+01
  y_rep[639]     1.297035e+01  1.306156e+01  1.334413e+01
  y_rep[640]     1.279212e+01  1.287812e+01  1.318634e+01
  y_rep[641]     1.257612e+01  1.266729e+01  1.296928e+01
  y_rep[642]     1.280669e+01  1.289584e+01  1.317969e+01
  y_rep[643]     1.250774e+01  1.260051e+01  1.291835e+01
  y_rep[644]     1.234186e+01  1.243486e+01  1.271664e+01
  y_rep[645]     1.233198e+01  1.242333e+01  1.272624e+01
  y_rep[646]     1.193148e+01  1.202874e+01  1.233214e+01
  y_rep[647]     1.194054e+01  1.203486e+01  1.234068e+01
  y_rep[648]     1.205601e+01  1.214198e+01  1.249178e+01
  y_rep[649]     1.237790e+01  1.246479e+01  1.277237e+01
  y_rep[650]     1.243403e+01  1.252534e+01  1.282076e+01
  y_rep[651]     1.252593e+01  1.261884e+01  1.288891e+01
  y_rep[652]     1.245115e+01  1.254295e+01  1.284983e+01
  y_rep[653]     1.248156e+01  1.257153e+01  1.291299e+01
  y_rep[654]     1.250675e+01  1.259193e+01  1.289335e+01
  y_rep[655]     1.254210e+01  1.263176e+01  1.293397e+01
  y_rep[656]     1.248328e+01  1.257174e+01  1.283241e+01
  y_rep[657]     1.251926e+01  1.260275e+01  1.286635e+01
  y_rep[658]     1.252302e+01  1.260574e+01  1.293027e+01
  y_rep[659]     1.256192e+01  1.265924e+01  1.295069e+01
  y_rep[660]     1.236114e+01  1.244949e+01  1.273626e+01
  y_rep[661]     1.199802e+01  1.208517e+01  1.237379e+01
  y_rep[662]     1.212173e+01  1.221609e+01  1.256540e+01
  y_rep[663]     1.211924e+01  1.221421e+01  1.248377e+01
  y_rep[664]     1.244304e+01  1.253724e+01  1.284435e+01
  y_rep[665]     1.273637e+01  1.282488e+01  1.311470e+01
  y_rep[666]     1.220861e+01  1.229813e+01  1.261123e+01
  y_rep[667]     1.242059e+01  1.251100e+01  1.279328e+01
  y_rep[668]     1.206206e+01  1.214914e+01  1.245945e+01
  y_rep[669]     1.188300e+01  1.197371e+01  1.228899e+01
  y_rep[670]     1.208524e+01  1.217440e+01  1.254713e+01
  y_rep[671]     1.237267e+01  1.245932e+01  1.276856e+01
  y_rep[672]     1.214255e+01  1.223003e+01  1.251474e+01
  y_rep[673]     1.186204e+01  1.195690e+01  1.230653e+01
  y_rep[674]     1.191603e+01  1.200410e+01  1.233506e+01
  y_rep[675]     1.177840e+01  1.187642e+01  1.221212e+01
  y_rep[676]     1.190604e+01  1.199696e+01  1.228622e+01
  y_rep[677]     1.205924e+01  1.215279e+01  1.243524e+01
  y_rep[678]     1.153654e+01  1.162559e+01  1.193463e+01
  y_rep[679]     1.151768e+01  1.160196e+01  1.190035e+01
  y_rep[680]     1.110392e+01  1.119332e+01  1.150213e+01
  y_rep[681]     1.090463e+01  1.099376e+01  1.128285e+01
  y_rep[682]     1.123786e+01  1.132465e+01  1.161505e+01
  y_rep[683]     1.150117e+01  1.159220e+01  1.190592e+01
  y_rep[684]     1.124877e+01  1.134330e+01  1.169235e+01
  y_rep[685]     1.103250e+01  1.112426e+01  1.145256e+01
  y_rep[686]     1.087929e+01  1.097154e+01  1.129567e+01
  y_rep[687]     1.061619e+01  1.070243e+01  1.097080e+01
  y_rep[688]     1.096291e+01  1.105087e+01  1.133944e+01
  y_rep[689]     1.076771e+01  1.085669e+01  1.116720e+01
  y_rep[690]     1.090975e+01  1.099954e+01  1.131385e+01
  y_rep[691]     1.089783e+01  1.098584e+01  1.127488e+01
  y_rep[692]     1.101135e+01  1.109325e+01  1.138573e+01
  y_rep[693]     1.068397e+01  1.076913e+01  1.109593e+01
  y_rep[694]     1.066566e+01  1.074946e+01  1.108616e+01
  y_rep[695]     1.060023e+01  1.068349e+01  1.099261e+01
  y_rep[696]     1.046378e+01  1.055677e+01  1.088646e+01
  y_rep[697]     1.032401e+01  1.041456e+01  1.068748e+01
  y_rep[698]     1.016176e+01  1.025677e+01  1.051366e+01
  y_rep[699]     1.044068e+01  1.052944e+01  1.083199e+01
  y_rep[700]     1.113843e+01  1.122579e+01  1.150601e+01
  y_rep[701]     1.104056e+01  1.112786e+01  1.143333e+01
  y_rep[702]     1.086959e+01  1.095550e+01  1.126446e+01
  y_rep[703]     1.093472e+01  1.102434e+01  1.130533e+01
  y_rep[704]     1.088278e+01  1.097227e+01  1.127245e+01
  y_rep[705]     1.085737e+01  1.094749e+01  1.128067e+01
  y_rep[706]     1.074923e+01  1.083722e+01  1.113962e+01
  y_rep[707]     1.097642e+01  1.106534e+01  1.137772e+01
  y_rep[708]     1.090053e+01  1.098796e+01  1.128009e+01
  y_rep[709]     1.075414e+01  1.083592e+01  1.114437e+01
  y_rep[710]     1.075733e+01  1.084825e+01  1.119471e+01
  y_rep[711]     1.059580e+01  1.068916e+01  1.100331e+01
  y_rep[712]     1.045323e+01  1.054792e+01  1.090000e+01
  y_rep[713]     1.024746e+01  1.034027e+01  1.064449e+01
  y_rep[714]     1.013169e+01  1.022461e+01  1.051968e+01
  y_rep[715]     1.002141e+01  1.011141e+01  1.038396e+01
  y_rep[716]     1.010108e+01  1.020567e+01  1.052315e+01
  y_rep[717]     9.805667e+00  9.896433e+00  1.017341e+01
  y_rep[718]     9.687133e+00  9.782472e+00  1.005053e+01
  y_rep[719]     1.004923e+01  1.014009e+01  1.042903e+01
  y_rep[720]     1.009624e+01  1.018441e+01  1.046262e+01
  y_rep[721]     1.047158e+01  1.056768e+01  1.087296e+01
  y_rep[722]     9.758332e+00  9.841535e+00  1.012653e+01
  y_rep[723]     1.015592e+01  1.024075e+01  1.055098e+01
  y_rep[724]     1.047395e+01  1.056266e+01  1.088660e+01
  y_rep[725]     1.055662e+01  1.065404e+01  1.095080e+01
  y_rep[726]     1.066252e+01  1.075830e+01  1.107567e+01
  y_rep[727]     1.035573e+01  1.044234e+01  1.075836e+01
  y_rep[728]     1.043295e+01  1.052240e+01  1.078757e+01
  y_rep[729]     1.042684e+01  1.051605e+01  1.079525e+01
  y_rep[730]     1.061870e+01  1.071246e+01  1.103709e+01
  y_rep[731]     1.060988e+01  1.069624e+01  1.100636e+01
  y_rep[732]     1.065681e+01  1.075011e+01  1.105687e+01
  y_rep[733]     1.050004e+01  1.058525e+01  1.090532e+01
  y_rep[734]     1.130865e+01  1.139943e+01  1.166789e+01
  y_rep[735]     1.161941e+01  1.170778e+01  1.198364e+01
  y_rep[736]     1.133079e+01  1.142399e+01  1.175898e+01
  y_rep[737]     1.137959e+01  1.147712e+01  1.177906e+01
  y_rep[738]     1.147642e+01  1.156260e+01  1.186952e+01
  y_rep[739]     1.138236e+01  1.147117e+01  1.183146e+01
  y_rep[740]     1.173191e+01  1.182324e+01  1.213625e+01
  y_rep[741]     1.160717e+01  1.170199e+01  1.202531e+01
  y_rep[742]     1.175821e+01  1.185043e+01  1.217791e+01
  y_rep[743]     1.177184e+01  1.186882e+01  1.214763e+01
  y_rep[744]     1.155704e+01  1.164716e+01  1.195357e+01
  y_rep[745]     1.164356e+01  1.172824e+01  1.207385e+01
  y_rep[746]     1.134362e+01  1.143223e+01  1.174448e+01
  y_rep[747]     1.093639e+01  1.103394e+01  1.130693e+01
  y_rep[748]     1.106210e+01  1.114684e+01  1.139240e+01
  y_rep[749]     1.120012e+01  1.129245e+01  1.162244e+01
  y_rep[750]     1.124655e+01  1.134423e+01  1.169944e+01
  y_rep[751]     1.085154e+01  1.094582e+01  1.128814e+01
  y_rep[752]     1.076336e+01  1.084831e+01  1.112094e+01
  y_rep[753]     1.098800e+01  1.108083e+01  1.138671e+01
  y_rep[754]     1.128120e+01  1.137331e+01  1.168940e+01
  y_rep[755]     1.155213e+01  1.164309e+01  1.191663e+01
  y_rep[756]     1.121724e+01  1.130703e+01  1.161311e+01
  y_rep[757]     1.061863e+01  1.070586e+01  1.101954e+01
  y_rep[758]     1.049130e+01  1.058125e+01  1.089179e+01
  y_rep[759]     1.072209e+01  1.081121e+01  1.111404e+01
  y_rep[760]     1.044018e+01  1.053090e+01  1.086597e+01
  y_rep[761]     1.056732e+01  1.065951e+01  1.093819e+01
  y_rep[762]     1.098042e+01  1.107733e+01  1.142576e+01
  y_rep[763]     1.050144e+01  1.058326e+01  1.093427e+01
  y_rep[764]     1.044977e+01  1.053995e+01  1.085031e+01
  y_rep[765]     1.020363e+01  1.029337e+01  1.061671e+01
  y_rep[766]     1.032857e+01  1.041941e+01  1.073788e+01
  y_rep[767]     1.012360e+01  1.020738e+01  1.053813e+01
  y_rep[768]     1.029543e+01  1.038431e+01  1.063449e+01
  y_rep[769]     1.027105e+01  1.035252e+01  1.063073e+01
  y_rep[770]     1.008351e+01  1.017267e+01  1.049252e+01
  y_rep[771]     1.024953e+01  1.034172e+01  1.066197e+01
  y_rep[772]     1.021895e+01  1.031011e+01  1.064078e+01
  y_rep[773]     1.020770e+01  1.029989e+01  1.061466e+01
  y_rep[774]     1.081572e+01  1.090695e+01  1.122938e+01
  y_rep[775]     1.061978e+01  1.071309e+01  1.108120e+01
  y_rep[776]     1.029718e+01  1.039833e+01  1.072317e+01
  y_rep[777]     1.017469e+01  1.026142e+01  1.059312e+01
  y_rep[778]     9.873212e+00  9.963492e+00  1.029880e+01
  y_rep[779]     1.039497e+01  1.048285e+01  1.082677e+01
  y_rep[780]     1.028594e+01  1.037711e+01  1.066887e+01
  y_rep[781]     1.000652e+01  1.008954e+01  1.035733e+01
  y_rep[782]     1.014434e+01  1.023349e+01  1.050571e+01
  y_rep[783]     9.920755e+00  1.001631e+01  1.032780e+01
  y_rep[784]     9.902603e+00  9.997752e+00  1.031792e+01
  y_rep[785]     9.660193e+00  9.756567e+00  1.009356e+01
  y_rep[786]     9.624886e+00  9.711423e+00  9.991418e+00
  y_rep[787]     9.557515e+00  9.646429e+00  9.913212e+00
  y_rep[788]     1.000404e+01  1.010475e+01  1.041248e+01
  y_rep[789]     1.048041e+01  1.056589e+01  1.083393e+01
  y_rep[790]     1.029761e+01  1.039154e+01  1.066982e+01
  y_rep[791]     1.004810e+01  1.014094e+01  1.041952e+01
  y_rep[792]     1.009977e+01  1.019705e+01  1.050328e+01
  y_rep[793]     1.001647e+01  1.010945e+01  1.037399e+01
  y_rep[794]     1.058123e+01  1.067197e+01  1.096172e+01
  y_rep[795]     1.046697e+01  1.055340e+01  1.085743e+01
  y_rep[796]     1.017274e+01  1.025941e+01  1.058296e+01
  y_rep[797]     1.004157e+01  1.013627e+01  1.047169e+01
  y_rep[798]     1.034113e+01  1.042690e+01  1.070989e+01
  y_rep[799]     1.045441e+01  1.053973e+01  1.090198e+01
  y_rep[800]     1.033878e+01  1.042540e+01  1.070125e+01
  y_rep[801]     1.035591e+01  1.043755e+01  1.074252e+01
  y_rep[802]     9.888102e+00  9.986206e+00  1.030388e+01
  y_rep[803]     9.944347e+00  1.003139e+01  1.036489e+01
  y_rep[804]     1.036350e+01  1.045603e+01  1.083312e+01
  y_rep[805]     1.020853e+01  1.030322e+01  1.056904e+01
  y_rep[806]     1.025392e+01  1.034950e+01  1.065293e+01
  y_rep[807]     1.031664e+01  1.040964e+01  1.066898e+01
  y_rep[808]     1.025902e+01  1.034678e+01  1.063889e+01
  y_rep[809]     1.021557e+01  1.031006e+01  1.064519e+01
  y_rep[810]     1.059503e+01  1.068804e+01  1.101368e+01
  y_rep[811]     1.001468e+01  1.010636e+01  1.038952e+01
  y_rep[812]     9.556811e+00  9.644513e+00  9.982131e+00
  y_rep[813]     9.823294e+00  9.915426e+00  1.026524e+01
  y_rep[814]     1.015185e+01  1.024182e+01  1.052450e+01
  y_rep[815]     9.862901e+00  9.944324e+00  1.024181e+01
  y_rep[816]     1.012548e+01  1.021446e+01  1.050996e+01
  y_rep[817]     9.659006e+00  9.756314e+00  1.006558e+01
  y_rep[818]     9.603218e+00  9.690863e+00  1.000631e+01
  y_rep[819]     9.630397e+00  9.720963e+00  9.997359e+00
  y_rep[820]     9.460007e+00  9.548961e+00  9.854696e+00
  y_rep[821]     9.419747e+00  9.507662e+00  9.791580e+00
  y_rep[822]     9.661498e+00  9.753291e+00  1.008051e+01
  y_rep[823]     9.609619e+00  9.702506e+00  9.953700e+00
  y_rep[824]     9.458903e+00  9.550302e+00  9.849044e+00
  y_rep[825]     9.253893e+00  9.346648e+00  9.643729e+00
  y_rep[826]     9.733341e+00  9.822581e+00  1.013105e+01
  y_rep[827]     9.780115e+00  9.876343e+00  1.023602e+01
  y_rep[828]     9.517364e+00  9.608763e+00  9.859219e+00
  y_rep[829]     9.486593e+00  9.577515e+00  9.914655e+00
  y_rep[830]     9.667927e+00  9.752632e+00  1.003993e+01
  y_rep[831]     9.654597e+00  9.749150e+00  1.009264e+01
  y_rep[832]     9.886422e+00  9.974916e+00  1.023633e+01
  y_rep[833]     9.846874e+00  9.944732e+00  1.026465e+01
  y_rep[834]     1.000130e+01  1.008979e+01  1.037662e+01
  y_rep[835]     1.010053e+01  1.019540e+01  1.056604e+01
  y_rep[836]     1.012058e+01  1.021382e+01  1.051453e+01
  y_rep[837]     1.017899e+01  1.026276e+01  1.058399e+01
  y_rep[838]     1.006324e+01  1.014963e+01  1.047162e+01
  y_rep[839]     9.837442e+00  9.935085e+00  1.023373e+01
  y_rep[840]     9.829890e+00  9.921999e+00  1.022873e+01
  y_rep[841]     1.011442e+01  1.020858e+01  1.051438e+01
  y_rep[842]     1.155147e+01  1.163725e+01  1.193912e+01
  y_rep[843]     1.120985e+01  1.130303e+01  1.159270e+01
  y_rep[844]     1.142292e+01  1.152039e+01  1.182093e+01
  y_rep[845]     1.135005e+01  1.144345e+01  1.175400e+01
  y_rep[846]     1.157707e+01  1.166716e+01  1.198828e+01
  y_rep[847]     1.193347e+01  1.203215e+01  1.233355e+01
  y_rep[848]     1.192207e+01  1.201129e+01  1.233818e+01
  y_rep[849]     1.174386e+01  1.183655e+01  1.212688e+01
  y_rep[850]     1.191941e+01  1.201876e+01  1.235692e+01
  y_rep[851]     1.198212e+01  1.207057e+01  1.234911e+01
  y_rep[852]     1.212123e+01  1.221286e+01  1.249088e+01
  y_rep[853]     1.199872e+01  1.208942e+01  1.239900e+01
  y_rep[854]     1.210622e+01  1.219097e+01  1.255276e+01
  y_rep[855]     1.201095e+01  1.209956e+01  1.237752e+01
  y_rep[856]     1.204431e+01  1.213135e+01  1.244884e+01
  y_rep[857]     1.203894e+01  1.212461e+01  1.241552e+01
  y_rep[858]     1.251355e+01  1.259730e+01  1.289539e+01
  y_rep[859]     1.199359e+01  1.208592e+01  1.242067e+01
  y_rep[860]     1.204475e+01  1.214132e+01  1.248173e+01
  y_rep[861]     1.201127e+01  1.210240e+01  1.239480e+01
  y_rep[862]     1.227513e+01  1.236703e+01  1.268738e+01
  y_rep[863]     1.228934e+01  1.237964e+01  1.269831e+01
  y_rep[864]     1.219571e+01  1.228276e+01  1.258743e+01
  y_rep[865]     1.160966e+01  1.170370e+01  1.205576e+01
  y_rep[866]     1.188628e+01  1.197616e+01  1.228332e+01
  y_rep[867]     1.215729e+01  1.224965e+01  1.252687e+01
  y_rep[868]     1.209639e+01  1.218427e+01  1.249587e+01
  y_rep[869]     1.174163e+01  1.182610e+01  1.214894e+01
  y_rep[870]     1.181512e+01  1.189609e+01  1.217141e+01
  y_rep[871]     1.258972e+01  1.267610e+01  1.300252e+01
  y_rep[872]     1.260542e+01  1.269730e+01  1.303701e+01
  y_rep[873]     1.256639e+01  1.265344e+01  1.294471e+01
  y_rep[874]     1.272388e+01  1.281870e+01  1.311622e+01
  y_rep[875]     1.249365e+01  1.257952e+01  1.294363e+01
  y_rep[876]     1.244775e+01  1.254636e+01  1.285159e+01
  y_rep[877]     1.234362e+01  1.243390e+01  1.271811e+01
  y_rep[878]     1.238122e+01  1.248031e+01  1.275874e+01
  y_rep[879]     1.235511e+01  1.244040e+01  1.272832e+01
  y_rep[880]     1.216030e+01  1.225246e+01  1.258253e+01
  y_rep[881]     1.186910e+01  1.196533e+01  1.230126e+01
  y_rep[882]     1.200087e+01  1.208428e+01  1.240239e+01
  y_rep[883]     1.184152e+01  1.192697e+01  1.221782e+01
  y_rep[884]     1.186987e+01  1.195978e+01  1.225417e+01
  y_rep[885]     1.181720e+01  1.190516e+01  1.222169e+01
  y_rep[886]     1.189745e+01  1.197942e+01  1.231274e+01
  y_rep[887]     1.175409e+01  1.184630e+01  1.213264e+01
  y_rep[888]     1.200433e+01  1.209662e+01  1.237282e+01
  y_rep[889]     1.172894e+01  1.181803e+01  1.213521e+01
  y_rep[890]     1.143784e+01  1.153166e+01  1.180870e+01
  y_rep[891]     1.150759e+01  1.159685e+01  1.188143e+01
  y_rep[892]     1.128670e+01  1.137922e+01  1.171865e+01
  y_rep[893]     1.099559e+01  1.109155e+01  1.136476e+01
  y_rep[894]     1.041840e+01  1.051488e+01  1.084036e+01
  y_rep[895]     1.011074e+01  1.021093e+01  1.049350e+01
  y_rep[896]     9.891316e+00  9.988625e+00  1.029806e+01
  y_rep[897]     9.928058e+00  1.002229e+01  1.033552e+01
  y_rep[898]     9.641544e+00  9.738487e+00  1.003371e+01
  y_rep[899]     9.788521e+00  9.879771e+00  1.018796e+01
  y_rep[900]     9.749559e+00  9.849346e+00  1.013763e+01
  y_rep[901]     9.650506e+00  9.742417e+00  1.003960e+01
  y_rep[902]     9.719381e+00  9.808258e+00  1.007072e+01
  y_rep[903]     9.853495e+00  9.942597e+00  1.022044e+01
  y_rep[904]     9.833475e+00  9.928798e+00  1.026330e+01
  y_rep[905]     9.714950e+00  9.796283e+00  1.006013e+01
  y_rep[906]     9.986354e+00  1.006884e+01  1.037782e+01
  y_rep[907]     9.616134e+00  9.710300e+00  1.000004e+01
  y_rep[908]     9.579409e+00  9.664066e+00  9.954255e+00
  y_rep[909]     9.336977e+00  9.422172e+00  9.710526e+00
  y_rep[910]     9.347296e+00  9.432040e+00  9.767005e+00
  y_rep[911]     9.312677e+00  9.407093e+00  9.680337e+00
  y_rep[912]     9.754634e+00  9.858162e+00  1.013527e+01
  y_rep[913]     9.541330e+00  9.630268e+00  9.943673e+00
  y_rep[914]     9.252324e+00  9.335772e+00  9.612410e+00
  y_rep[915]     9.709988e+00  9.791271e+00  1.008377e+01
  y_rep[916]     9.563280e+00  9.650543e+00  9.959370e+00
  y_rep[917]     9.498377e+00  9.580956e+00  9.881056e+00
  y_rep[918]     9.375182e+00  9.464715e+00  9.770370e+00
  y_rep[919]     9.374408e+00  9.460866e+00  9.743762e+00
  y_rep[920]     9.021999e+00  9.110240e+00  9.370185e+00
  y_rep[921]     9.201163e+00  9.281231e+00  9.557704e+00
  y_rep[922]     8.983657e+00  9.075383e+00  9.369714e+00
  y_rep[923]     9.012595e+00  9.107000e+00  9.434085e+00
  y_rep[924]     9.285179e+00  9.375202e+00  9.694550e+00
  y_rep[925]     9.269588e+00  9.352573e+00  9.656068e+00
  y_rep[926]     9.224064e+00  9.310566e+00  9.623924e+00
  y_rep[927]     9.265006e+00  9.359358e+00  9.663834e+00
  y_rep[928]     9.552231e+00  9.637140e+00  9.933605e+00
  y_rep[929]     9.284036e+00  9.378176e+00  9.714035e+00
  y_rep[930]     9.852457e+00  9.940247e+00  1.022743e+01
  y_rep[931]     9.901721e+00  9.985899e+00  1.029851e+01
  y_rep[932]     9.751768e+00  9.840837e+00  1.015911e+01
  y_rep[933]     9.558132e+00  9.649389e+00  9.907106e+00
  y_rep[934]     9.420834e+00  9.508362e+00  9.795974e+00
  y_rep[935]     9.417574e+00  9.516302e+00  9.797311e+00
  y_rep[936]     9.734997e+00  9.826482e+00  1.011932e+01
  y_rep[937]     9.882360e+00  9.973741e+00  1.022802e+01
  y_rep[938]     9.542428e+00  9.630867e+00  9.906844e+00
  y_rep[939]     9.542640e+00  9.635683e+00  9.939883e+00
  y_rep[940]     9.383737e+00  9.483564e+00  9.839849e+00
  y_rep[941]     9.374050e+00  9.458530e+00  9.762747e+00
  y_rep[942]     9.352407e+00  9.440904e+00  9.714623e+00
  y_rep[943]     9.535010e+00  9.619891e+00  9.936683e+00
  y_rep[944]     9.194996e+00  9.292115e+00  9.586438e+00
  y_rep[945]     9.197202e+00  9.283672e+00  9.601552e+00
  y_rep[946]     9.204934e+00  9.295049e+00  9.618591e+00
  y_rep[947]     8.825696e+00  8.921975e+00  9.252012e+00
  y_rep[948]     8.775459e+00  8.875256e+00  9.140424e+00
  y_rep[949]     8.457182e+00  8.550805e+00  8.885503e+00
  y_rep[950]     8.271264e+00  8.362988e+00  8.618334e+00
  y_rep[951]     8.133592e+00  8.220602e+00  8.486242e+00
  y_rep[952]     8.474221e+00  8.575167e+00  8.878311e+00
  y_rep[953]     8.176222e+00  8.265826e+00  8.551496e+00
  y_rep[954]     8.439201e+00  8.534014e+00  8.859198e+00
  y_rep[955]     8.492955e+00  8.583228e+00  8.930436e+00
  y_rep[956]     8.440424e+00  8.524143e+00  8.778256e+00
  y_rep[957]     8.390631e+00  8.473197e+00  8.792024e+00
  y_rep[958]     8.367738e+00  8.456306e+00  8.814200e+00
  y_rep[959]     8.219713e+00  8.306688e+00  8.651997e+00
  y_rep[960]     8.555826e+00  8.648332e+00  8.923938e+00
  y_rep[961]     8.989725e+00  9.086469e+00  9.368130e+00
  y_rep[962]     8.686654e+00  8.775961e+00  9.132344e+00
  y_rep[963]     8.743530e+00  8.834392e+00  9.189524e+00
  y_rep[964]     8.610705e+00  8.699047e+00  8.953355e+00
  y_rep[965]     9.138322e+00  9.228028e+00  9.536519e+00
  y_rep[966]     9.174809e+00  9.262466e+00  9.549842e+00
  y_rep[967]     9.300516e+00  9.394855e+00  9.733402e+00
  y_rep[968]     9.301704e+00  9.382549e+00  9.689438e+00
  y_rep[969]     9.357050e+00  9.446736e+00  9.747884e+00
  y_rep[970]     9.519672e+00  9.616716e+00  9.947663e+00
  y_rep[971]     9.982685e+00  1.007527e+01  1.036303e+01
  y_rep[972]     1.004231e+01  1.013192e+01  1.043629e+01
  y_rep[973]     1.038142e+01  1.047210e+01  1.074125e+01
  y_rep[974]     1.045357e+01  1.054335e+01  1.085709e+01
  y_rep[975]     1.052161e+01  1.061469e+01  1.092998e+01
  y_rep[976]     1.046636e+01  1.055029e+01  1.085037e+01
  y_rep[977]     1.043537e+01  1.052912e+01  1.086752e+01
  y_rep[978]     1.039448e+01  1.048502e+01  1.078664e+01
  y_rep[979]     1.104295e+01  1.113000e+01  1.140628e+01
  y_rep[980]     1.104134e+01  1.113134e+01  1.146645e+01
  y_rep[981]     1.107650e+01  1.116059e+01  1.145297e+01
  y_rep[982]     1.137882e+01  1.146921e+01  1.182342e+01
  y_rep[983]     1.154264e+01  1.162820e+01  1.197301e+01
  y_rep[984]     1.150350e+01  1.159500e+01  1.188754e+01
  y_rep[985]     1.176429e+01  1.185879e+01  1.220937e+01
  y_rep[986]     1.169983e+01  1.178805e+01  1.210114e+01
  y_rep[987]     1.166904e+01  1.175430e+01  1.205695e+01
  y_rep[988]     1.163028e+01  1.171829e+01  1.206392e+01
  y_rep[989]     1.217051e+01  1.226563e+01  1.261129e+01
  y_rep[990]     1.279940e+01  1.289270e+01  1.322924e+01
  y_rep[991]     1.284127e+01  1.293229e+01  1.324815e+01
  y_rep[992]     1.272406e+01  1.281292e+01  1.310308e+01
  y_rep[993]     1.261794e+01  1.270267e+01  1.296363e+01
  y_rep[994]     1.265498e+01  1.274134e+01  1.305503e+01
  y_rep[995]     1.258595e+01  1.267811e+01  1.294712e+01
  y_rep[996]     1.236313e+01  1.245615e+01  1.276260e+01
  y_rep[997]     1.241578e+01  1.250470e+01  1.281044e+01
  y_rep[998]     1.214557e+01  1.222964e+01  1.254817e+01
  y_rep[999]     1.210644e+01  1.218649e+01  1.247860e+01
  y_rep[1000]    1.227962e+01  1.236498e+01  1.267136e+01
  y_rep[1001]    1.225181e+01  1.234568e+01  1.264698e+01
  y_rep[1002]    1.183140e+01  1.192329e+01  1.223785e+01
  y_rep[1003]    1.225159e+01  1.233792e+01  1.263130e+01
  y_rep[1004]    1.202877e+01  1.211674e+01  1.242608e+01
  y_rep[1005]    1.173066e+01  1.182668e+01  1.212776e+01
  y_rep[1006]    1.173224e+01  1.182163e+01  1.212065e+01
  y_rep[1007]    1.191940e+01  1.200807e+01  1.230332e+01
  y_rep[1008]    1.160962e+01  1.169994e+01  1.196141e+01
  y_rep[1009]    1.156934e+01  1.165366e+01  1.195840e+01
  y_rep[1010]    1.145643e+01  1.155417e+01  1.191177e+01
  y_rep[1011]    1.129818e+01  1.137986e+01  1.164854e+01
  y_rep[1012]    1.055098e+01  1.063841e+01  1.093658e+01
  y_rep[1013]    1.039559e+01  1.048981e+01  1.076540e+01
  y_rep[1014]    1.042934e+01  1.052336e+01  1.087995e+01
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  y_rep[1016]    1.027000e+01  1.035554e+01  1.065664e+01
  y_rep[1017]    1.020277e+01  1.029113e+01  1.058817e+01
  y_rep[1018]    1.026973e+01  1.035596e+01  1.068168e+01
  y_rep[1019]    1.053789e+01  1.063316e+01  1.098913e+01
  y_rep[1020]    1.077563e+01  1.087746e+01  1.117324e+01
  y_rep[1021]    1.109148e+01  1.118556e+01  1.149145e+01
  y_rep[1022]    1.107697e+01  1.115764e+01  1.146608e+01
  y_rep[1023]    1.073073e+01  1.082153e+01  1.113729e+01
  y_rep[1024]    1.079103e+01  1.088923e+01  1.116458e+01
  y_rep[1025]    1.130343e+01  1.138394e+01  1.169403e+01
  y_rep[1026]    1.070107e+01  1.078930e+01  1.108068e+01
  y_rep[1027]    1.070518e+01  1.079055e+01  1.109478e+01
  y_rep[1028]    1.052640e+01  1.061232e+01  1.089013e+01
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  y_rep[1030]    1.056990e+01  1.066251e+01  1.093614e+01
  y_rep[1031]    1.048331e+01  1.057523e+01  1.085414e+01
  y_rep[1032]    1.057402e+01  1.066266e+01  1.092923e+01
  y_rep[1033]    1.069817e+01  1.078301e+01  1.107284e+01
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  y_rep[1035]    1.071649e+01  1.081145e+01  1.111056e+01
  y_rep[1036]    1.065689e+01  1.074675e+01  1.106096e+01
  y_rep[1037]    1.086042e+01  1.094898e+01  1.125777e+01
  y_rep[1038]    1.129259e+01  1.138064e+01  1.165861e+01
  y_rep[1039]    1.147172e+01  1.156094e+01  1.187630e+01
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  y_rep[1053]    1.021456e+01  1.031135e+01  1.064397e+01
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  y_rep[1060]    9.404264e+00  9.494296e+00  9.784492e+00
  y_rep[1061]    8.775369e+00  8.862036e+00  9.163594e+00
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  y_rep[1070]    9.533082e+00  9.622196e+00  9.971693e+00
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  y_rep[1193]    1.030321e+01  1.039138e+01  1.066785e+01
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  y_rep[1195]    1.021399e+01  1.030715e+01  1.062671e+01
  y_rep[1196]    1.137727e+01  1.146851e+01  1.172969e+01
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  y_rep[1202]    1.110669e+01  1.119358e+01  1.152466e+01
  y_rep[1203]    1.121723e+01  1.130842e+01  1.162504e+01
  y_rep[1204]    1.101896e+01  1.110789e+01  1.139937e+01
  y_rep[1205]    1.100708e+01  1.110332e+01  1.143464e+01
  y_rep[1206]    1.105729e+01  1.114447e+01  1.142779e+01
  y_rep[1207]    1.090762e+01  1.100014e+01  1.129232e+01
  y_rep[1208]    1.085829e+01  1.094588e+01  1.126415e+01
  y_rep[1209]    1.100301e+01  1.109797e+01  1.141668e+01
  y_rep[1210]    1.095641e+01  1.104496e+01  1.136279e+01
  y_rep[1211]    1.053730e+01  1.061891e+01  1.094961e+01
  y_rep[1212]    1.064410e+01  1.073332e+01  1.104679e+01
  y_rep[1213]    1.058018e+01  1.067724e+01  1.099531e+01
  y_rep[1214]    1.058094e+01  1.066928e+01  1.104175e+01
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  y_rep[1217]    1.073901e+01  1.082839e+01  1.116950e+01
  y_rep[1218]    1.069368e+01  1.078138e+01  1.106243e+01
  y_rep[1219]    9.834275e+00  9.926868e+00  1.020608e+01
  y_rep[1220]    9.527987e+00  9.620381e+00  9.902635e+00
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  y_rep[1222]    1.042505e+01  1.052095e+01  1.081810e+01
  y_rep[1223]    9.825175e+00  9.918575e+00  1.022526e+01
  y_rep[1224]    1.000872e+01  1.010566e+01  1.041773e+01
  y_rep[1225]    9.843262e+00  9.935066e+00  1.023321e+01
  y_rep[1226]    9.917157e+00  1.000738e+01  1.033542e+01
  y_rep[1227]    1.024507e+01  1.033592e+01  1.065692e+01
  y_rep[1228]    1.026849e+01  1.035545e+01  1.067181e+01
  y_rep[1229]    1.004741e+01  1.013328e+01  1.045184e+01
  y_rep[1230]    9.928055e+00  1.001923e+01  1.032093e+01
  y_rep[1231]    9.731472e+00  9.835360e+00  1.012748e+01
  y_rep[1232]    9.692865e+00  9.773454e+00  1.006574e+01
  y_rep[1233]    9.568806e+00  9.651911e+00  1.000451e+01
  y_rep[1234]    9.529535e+00  9.612588e+00  9.904970e+00
  y_rep[1235]    9.431287e+00  9.516460e+00  9.797654e+00
  y_rep[1236]    9.244287e+00  9.331544e+00  9.651151e+00
  y_rep[1237]    9.355775e+00  9.448677e+00  9.758105e+00
  y_rep[1238]    9.072626e+00  9.168842e+00  9.480928e+00
  y_rep[1239]    9.300564e+00  9.382931e+00  9.642765e+00
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  log_lik[1384]  1.134877e+00  1.156641e+00  1.196097e+00
  log_lik[1385]  1.064474e+00  1.089890e+00  1.139356e+00
  log_lik[1386]  4.075464e-01  4.422319e-01  5.080762e-01
  log_lik[1387]  1.012187e+00  1.037237e+00  1.084579e+00
  log_lik[1388]  1.083750e+00  1.105829e+00  1.148472e+00
  log_lik[1389]  1.007221e+00  1.036533e+00  1.093789e+00
  log_lik[1390]  1.124317e+00  1.146053e+00  1.185295e+00
  log_lik[1391]  1.116209e+00  1.138649e+00  1.180285e+00
  log_lik[1392]  1.115498e+00  1.136936e+00  1.178062e+00
  log_lik[1393]  1.133980e+00  1.156276e+00  1.196246e+00
  log_lik[1394]  5.187153e-01  5.622575e-01  6.328912e-01
  log_lik[1395]  7.783161e-01  8.116774e-01  8.705631e-01
  log_lik[1396] -2.009867e-01 -1.386216e-01 -2.544189e-02
  log_lik[1397] -9.924027e-02 -4.925234e-02  4.058262e-02
  log_lik[1398] -4.694610e-01 -4.246469e-01 -3.396983e-01
  log_lik[1399] -1.823726e+00 -1.757145e+00 -1.626310e+00
  log_lik[1400]  7.329485e-01  7.658720e-01  8.318776e-01
  log_lik[1401] -9.228962e-01 -8.741449e-01 -7.847567e-01
  log_lik[1402]  9.553668e-01  9.874683e-01  1.042306e+00
  log_lik[1403] -2.015484e-01 -1.643514e-01 -9.568602e-02
  log_lik[1404]  8.197430e-01  8.493207e-01  9.102484e-01
  log_lik[1405]  1.125425e+00  1.147409e+00  1.188891e+00
  log_lik[1406]  9.741474e-01  1.002015e+00  1.051123e+00
  log_lik[1407]  8.441374e-01  8.705368e-01  9.207288e-01
  log_lik[1408]  1.138391e+00  1.160682e+00  1.200512e+00
  log_lik[1409]  1.075135e+00  1.099704e+00  1.144911e+00
  log_lik[1410] -1.836932e+00 -1.786346e+00 -1.688349e+00
  log_lik[1411]  1.137538e+00  1.159923e+00  1.199271e+00
  log_lik[1412] -1.022858e-01 -5.535301e-02  4.111178e-02
  log_lik[1413] -1.097703e+00 -1.054518e+00 -9.790922e-01
  log_lik[1414]  6.362718e-02  1.738251e-01  3.816734e-01
  log_lik[1415] -3.561044e+00 -3.481230e+00 -3.327287e+00
  log_lik[1416] -7.229577e-01 -6.691827e-01 -5.718730e-01
  log_lik[1417] -3.117767e-01 -2.723509e-01 -1.991727e-01
  log_lik[1418]  8.434888e-01  8.894405e-01  9.726500e-01
  log_lik[1419] -2.425215e+00 -2.344208e+00 -2.186374e+00
  log_lik[1420]  1.110271e+00  1.135696e+00  1.181419e+00
  log_lik[1421] -5.321127e-01 -4.868777e-01 -4.040597e-01
  log_lik[1422]  6.067866e-01  6.521483e-01  7.270538e-01
  log_lik[1423] -8.093479e-01 -7.487120e-01 -6.420962e-01
  log_lik[1424] -6.613849e+00 -6.432993e+00 -6.124120e+00
  log_lik[1425] -3.961184e+00 -3.857466e+00 -3.625767e+00
  log_lik[1426] -2.966243e-01 -2.276974e-01 -9.625526e-02
  log_lik[1427]  8.049845e-01  9.303511e-01  1.100887e+00
  log_lik[1428] -9.907718e-01 -8.602237e-01 -5.901669e-01
  log_lik[1429]  7.535387e-01  8.147936e-01  9.168069e-01
  log_lik[1430]  7.145574e-01  7.568734e-01  8.401330e-01
  log_lik[1431] -1.454242e-01 -5.145125e-02  1.334315e-01
  log_lik[1432]  6.428868e-01  7.569766e-01  9.292221e-01
  log_lik[1433] -2.502935e+00 -2.401058e+00 -2.213588e+00
  log_lik[1434]  1.058465e+00  1.088241e+00  1.142847e+00
  log_lik[1435]  2.992600e-01  3.719054e-01  4.945627e-01
  log_lik[1436]  8.984975e-01  9.502491e-01  1.044818e+00
  log_lik[1437]  1.068368e+00  1.098371e+00  1.150372e+00
  log_lik[1438] -5.052571e-01 -3.952896e-01 -1.842069e-01
  log_lik[1439] -1.103573e-01 -4.583447e-02  8.592147e-02
  log_lik[1440]  4.780366e-01  5.260539e-01  6.292593e-01
  log_lik[1441]  9.273876e-01  9.734164e-01  1.045604e+00
  log_lik[1442]  1.088805e+00  1.120994e+00  1.173325e+00
  log_lik[1443]  6.646521e-01  7.146861e-01  7.998325e-01
  log_lik[1444]  2.415111e-01  3.202154e-01  4.875805e-01
  log_lik[1445] -5.466288e-01 -4.691724e-01 -3.049584e-01
  log_lik[1446]  9.919816e-01  1.036652e+00  1.101561e+00
  log_lik[1447] -6.982494e-02  5.597854e-02  2.759297e-01
  log_lik[1448]  6.115001e-01  6.481125e-01  7.238989e-01
  log_lik[1449] -6.848305e-01 -6.425882e-01 -5.629687e-01
  log_lik[1450] -5.638089e+00 -5.496687e+00 -5.243929e+00
  log_lik[1451]  8.393422e-01  9.416158e-01  1.089325e+00
  log_lik[1452]  1.039053e+00  1.077140e+00  1.138114e+00
  log_lik[1453]  8.881946e-02  1.324592e-01  2.168174e-01
  log_lik[1454]  4.095278e-01  4.691407e-01  5.849773e-01
  log_lik[1455] -1.074178e+00 -9.846788e-01 -8.154451e-01
  log_lik[1456]  1.072366e+00  1.100607e+00  1.156704e+00
  log_lik[1457]  4.009430e-01  4.876937e-01  6.281527e-01
  log_lik[1458]  3.801428e-01  4.327426e-01  5.187604e-01
  log_lik[1459]  7.570711e-01  8.231966e-01  9.362876e-01
  log_lik[1460] -4.164302e+00 -4.073698e+00 -3.912368e+00
  y_hat          1.230630e+01  1.239986e+01  1.270951e+01
  lp__           1.326379e+03  1.327624e+03  1.329229e+03

, , chains = chain:3

               stats
parameter                mean           sd          2.5%           25%
  alpha          1.230548e+01  0.003873863  1.229809e+01  1.230286e+01
  beta[1]        6.240016e-01  0.098554078  4.316164e-01  5.586741e-01
  beta[2]        6.598357e-01  0.107685414  4.483650e-01  5.910905e-01
  beta[3]        1.907586e+00  0.118230169  1.687543e+00  1.826701e+00
  beta_mu[1]     6.866872e-01 16.629274894 -3.260142e+01 -1.014201e+01
  beta_mu[2]     8.681921e-01 16.810613001 -3.347975e+01 -1.112254e+01
  beta_mu[3]     1.126980e+00 17.162354301 -3.165525e+01 -1.059206e+01
  sigma          1.161115e-01  0.003779286  1.086723e-01  1.136532e-01
  nu             2.701446e+00  0.200924391  2.342295e+00  2.562341e+00
  mu[1]          1.651819e+01  0.007868116  1.650240e+01  1.651299e+01
  mu[2]          1.685622e+01  0.008524220  1.683968e+01  1.685051e+01
  mu[3]          1.641253e+01  0.009689231  1.639363e+01  1.640601e+01
  mu[4]          1.709912e+01  0.008936608  1.708159e+01  1.709322e+01
  mu[5]          1.715260e+01  0.018297332  1.711583e+01  1.714018e+01
  mu[6]          1.769483e+01  0.010783355  1.767402e+01  1.768734e+01
  mu[7]          1.735247e+01  0.015315190  1.732273e+01  1.734178e+01
  mu[8]          1.763677e+01  0.021021728  1.759715e+01  1.762222e+01
  mu[9]          1.735286e+01  0.008845126  1.733507e+01  1.734699e+01
  mu[10]         1.780536e+01  0.009657420  1.778609e+01  1.779917e+01
  mu[11]         1.801536e+01  0.009656154  1.799589e+01  1.800914e+01
  mu[12]         1.914860e+01  0.011603134  1.912549e+01  1.914082e+01
  mu[13]         1.895709e+01  0.010398396  1.893631e+01  1.895020e+01
  mu[14]         1.843076e+01  0.010222601  1.841035e+01  1.842400e+01
  mu[15]         1.750554e+01  0.021534500  1.746303e+01  1.749074e+01
  mu[16]         1.688521e+01  0.008245719  1.686912e+01  1.687983e+01
  mu[17]         1.720093e+01  0.013820936  1.717408e+01  1.719142e+01
  mu[18]         1.746851e+01  0.010276132  1.744860e+01  1.746199e+01
  mu[19]         1.720002e+01  0.008841269  1.718244e+01  1.719395e+01
  mu[20]         1.648302e+01  0.010076676  1.646383e+01  1.647602e+01
  mu[21]         1.624290e+01  0.008101614  1.622729e+01  1.623725e+01
  mu[22]         1.638821e+01  0.007405631  1.637361e+01  1.638334e+01
  mu[23]         1.634512e+01  0.008485111  1.632872e+01  1.633938e+01
  mu[24]         1.683955e+01  0.008218005  1.682333e+01  1.683429e+01
  mu[25]         1.693192e+01  0.008199748  1.691571e+01  1.692652e+01
  mu[26]         1.618914e+01  0.010524021  1.616909e+01  1.618183e+01
  mu[27]         1.606070e+01  0.010029124  1.604034e+01  1.605389e+01
  mu[28]         1.584637e+01  0.013057070  1.581985e+01  1.583796e+01
  mu[29]         1.543821e+01  0.006564587  1.542561e+01  1.543379e+01
  mu[30]         1.523861e+01  0.008666532  1.522148e+01  1.523285e+01
  mu[31]         1.531767e+01  0.009978807  1.529876e+01  1.531086e+01
  mu[32]         1.467598e+01  0.009199430  1.465781e+01  1.466977e+01
  mu[33]         1.415275e+01  0.006254078  1.414066e+01  1.414844e+01
  mu[34]         1.393599e+01  0.005223005  1.392637e+01  1.393235e+01
  mu[35]         1.322606e+01  0.017044243  1.319154e+01  1.321496e+01
  mu[36]         1.317220e+01  0.006165236  1.316003e+01  1.316795e+01
  mu[37]         1.361264e+01  0.008348927  1.359619e+01  1.360691e+01
  mu[38]         1.481206e+01  0.020967210  1.477074e+01  1.479734e+01
  mu[39]         1.522435e+01  0.006318728  1.521198e+01  1.522005e+01
  mu[40]         1.479095e+01  0.007070239  1.477747e+01  1.478612e+01
  mu[41]         1.468715e+01  0.005769957  1.467617e+01  1.468318e+01
  mu[42]         1.489599e+01  0.007096900  1.488229e+01  1.489123e+01
  mu[43]         1.475427e+01  0.005653976  1.474316e+01  1.475050e+01
  mu[44]         1.522789e+01  0.009309527  1.520913e+01  1.522179e+01
  mu[45]         1.463152e+01  0.007037622  1.461778e+01  1.462670e+01
  mu[46]         1.376790e+01  0.008298048  1.375113e+01  1.376225e+01
  mu[47]         1.360696e+01  0.008428065  1.359123e+01  1.360121e+01
  mu[48]         1.380759e+01  0.006571462  1.379446e+01  1.380306e+01
  mu[49]         1.450047e+01  0.009726237  1.448101e+01  1.449380e+01
  mu[50]         1.493889e+01  0.008984958  1.492124e+01  1.493267e+01
  mu[51]         1.501388e+01  0.009145414  1.499572e+01  1.500758e+01
  mu[52]         1.440330e+01  0.009111347  1.438614e+01  1.439709e+01
  mu[53]         1.424272e+01  0.005364220  1.423280e+01  1.423890e+01
  mu[54]         1.432376e+01  0.005770819  1.431284e+01  1.432004e+01
  mu[55]         1.423863e+01  0.009337579  1.422105e+01  1.423219e+01
  mu[56]         1.432689e+01  0.005459756  1.431644e+01  1.432326e+01
  mu[57]         1.450404e+01  0.008631808  1.448752e+01  1.449810e+01
  mu[58]         1.471727e+01  0.005727063  1.470653e+01  1.471316e+01
  mu[59]         1.412131e+01  0.006106820  1.410973e+01  1.411707e+01
  mu[60]         1.394853e+01  0.005464539  1.393826e+01  1.394470e+01
  mu[61]         1.308016e+01  0.018319903  1.304305e+01  1.306756e+01
  mu[62]         1.304003e+01  0.005395967  1.302950e+01  1.303637e+01
  mu[63]         1.416547e+01  0.006077167  1.415367e+01  1.416128e+01
  mu[64]         1.397959e+01  0.005425388  1.396935e+01  1.397588e+01
  mu[65]         1.357667e+01  0.006237828  1.356507e+01  1.357253e+01
  mu[66]         1.328371e+01  0.005075804  1.327417e+01  1.328012e+01
  mu[67]         1.338865e+01  0.005010549  1.337937e+01  1.338522e+01
  mu[68]         1.355936e+01  0.005669047  1.354809e+01  1.355550e+01
  mu[69]         1.387648e+01  0.008633105  1.385968e+01  1.387052e+01
  mu[70]         1.402854e+01  0.006727329  1.401547e+01  1.402403e+01
  mu[71]         1.381921e+01  0.007330758  1.380517e+01  1.381425e+01
  mu[72]         1.289489e+01  0.010044363  1.287492e+01  1.288848e+01
  mu[73]         1.234760e+01  0.004537184  1.233910e+01  1.234452e+01
  mu[74]         1.226345e+01  0.004149274  1.225554e+01  1.226051e+01
  mu[75]         1.219225e+01  0.004763615  1.218280e+01  1.218901e+01
  mu[76]         1.292958e+01  0.006689066  1.291647e+01  1.292493e+01
  mu[77]         1.295660e+01  0.004307417  1.294842e+01  1.295369e+01
  mu[78]         1.285674e+01  0.004583847  1.284817e+01  1.285352e+01
  mu[79]         1.240219e+01  0.004949462  1.239288e+01  1.239879e+01
  mu[80]         1.238486e+01  0.006991813  1.237082e+01  1.238023e+01
  mu[81]         1.234180e+01  0.004425898  1.233309e+01  1.233876e+01
  mu[82]         1.249764e+01  0.004143588  1.248980e+01  1.249483e+01
  mu[83]         1.269152e+01  0.005066841  1.268187e+01  1.268806e+01
  mu[84]         1.295167e+01  0.007669617  1.293685e+01  1.294638e+01
  mu[85]         1.261349e+01  0.005050994  1.260386e+01  1.260987e+01
  mu[86]         1.209764e+01  0.007862232  1.208214e+01  1.209239e+01
  mu[87]         1.283724e+01  0.008754800  1.282004e+01  1.283149e+01
  mu[88]         1.312190e+01  0.004957015  1.311258e+01  1.311849e+01
  mu[89]         1.307750e+01  0.006248673  1.306517e+01  1.307320e+01
  mu[90]         1.379767e+01  0.009793902  1.377829e+01  1.379127e+01
  mu[91]         1.380737e+01  0.005400996  1.379709e+01  1.380362e+01
  mu[92]         1.345701e+01  0.004779832  1.344811e+01  1.345358e+01
  mu[93]         1.314239e+01  0.004505147  1.313408e+01  1.313919e+01
  mu[94]         1.338133e+01  0.005514165  1.337085e+01  1.337760e+01
  mu[95]         1.338572e+01  0.005950228  1.337459e+01  1.338157e+01
  mu[96]         1.359292e+01  0.006565728  1.358066e+01  1.358842e+01
  mu[97]         1.374499e+01  0.005357954  1.373469e+01  1.374140e+01
  mu[98]         1.349578e+01  0.006151739  1.348440e+01  1.349140e+01
  mu[99]         1.302824e+01  0.004854151  1.301915e+01  1.302490e+01
  mu[100]        1.280813e+01  0.004416119  1.279962e+01  1.280508e+01
  mu[101]        1.278187e+01  0.008459923  1.276602e+01  1.277612e+01
  mu[102]        1.318821e+01  0.006162460  1.317620e+01  1.318396e+01
  mu[103]        1.414589e+01  0.005435123  1.413518e+01  1.414212e+01
  mu[104]        1.369818e+01  0.011541137  1.367555e+01  1.369047e+01
  mu[105]        1.346581e+01  0.006342358  1.345392e+01  1.346160e+01
  mu[106]        1.336983e+01  0.005526561  1.335947e+01  1.336598e+01
  mu[107]        1.288208e+01  0.004636423  1.287340e+01  1.287878e+01
  mu[108]        1.294501e+01  0.005567447  1.293418e+01  1.294125e+01
  mu[109]        1.348024e+01  0.006369492  1.346783e+01  1.347583e+01
  mu[110]        1.341030e+01  0.007697385  1.339563e+01  1.340487e+01
  mu[111]        1.285919e+01  0.005403253  1.284844e+01  1.285549e+01
  mu[112]        1.279525e+01  0.005985380  1.278380e+01  1.279117e+01
  mu[113]        1.186951e+01  0.009708132  1.184959e+01  1.186326e+01
  mu[114]        1.138418e+01  0.003972472  1.137665e+01  1.138136e+01
  mu[115]        1.156964e+01  0.006517240  1.155646e+01  1.156516e+01
  mu[116]        1.209986e+01  0.010636283  1.207964e+01  1.209296e+01
  mu[117]        1.208641e+01  0.007546348  1.207174e+01  1.208146e+01
  mu[118]        1.167281e+01  0.004581273  1.166381e+01  1.166961e+01
  mu[119]        1.154518e+01  0.004471721  1.153648e+01  1.154223e+01
  mu[120]        1.119638e+01  0.004094443  1.118830e+01  1.119360e+01
  mu[121]        1.117053e+01  0.004413572  1.116182e+01  1.116753e+01
  mu[122]        1.161816e+01  0.005452596  1.160788e+01  1.161454e+01
  mu[123]        1.198139e+01  0.004823186  1.197185e+01  1.197819e+01
  mu[124]        1.208150e+01  0.003854143  1.207405e+01  1.207893e+01
  mu[125]        1.197087e+01  0.009955514  1.195128e+01  1.196446e+01
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  mu[1343]       9.890810e+00  0.007639175  9.876532e+00  9.885433e+00
  mu[1344]       9.937709e+00  0.007568725  9.922927e+00  9.932474e+00
  mu[1345]       9.759673e+00  0.004531190  9.750972e+00  9.756481e+00
  mu[1346]       9.794589e+00  0.005582730  9.784018e+00  9.790704e+00
  mu[1347]       9.665140e+00  0.004985649  9.655424e+00  9.661800e+00
  mu[1348]       9.613912e+00  0.004976937  9.604545e+00  9.610450e+00
  mu[1349]       9.507715e+00  0.006096123  9.495660e+00  9.503470e+00
  mu[1350]       9.691721e+00  0.004521846  9.683060e+00  9.688591e+00
  mu[1351]       9.758362e+00  0.004486982  9.749690e+00  9.755346e+00
  mu[1352]       9.711448e+00  0.004889133  9.702360e+00  9.707998e+00
  mu[1353]       9.974099e+00  0.006046089  9.962293e+00  9.970116e+00
  mu[1354]       9.865012e+00  0.004776569  9.855738e+00  9.861833e+00
  mu[1355]       9.725166e+00  0.007803515  9.710450e+00  9.719678e+00
  mu[1356]       9.754151e+00  0.004796330  9.744963e+00  9.750906e+00
  mu[1357]       9.902695e+00  0.005276135  9.892328e+00  9.899045e+00
  mu[1358]       9.824718e+00  0.004702775  9.815703e+00  9.821473e+00
  mu[1359]       9.373038e+00  0.006147644  9.361332e+00  9.368646e+00
  mu[1360]       9.229874e+00  0.005443114  9.219426e+00  9.226219e+00
  mu[1361]       8.769261e+00  0.005207648  8.759485e+00  8.765671e+00
  mu[1362]       8.681522e+00  0.006593738  8.668649e+00  8.676970e+00
  mu[1363]       8.727337e+00  0.006365773  8.714799e+00  8.722870e+00
  mu[1364]       8.495108e+00  0.007827385  8.479793e+00  8.489915e+00
  mu[1365]       8.541060e+00  0.005614110  8.530196e+00  8.537207e+00
  mu[1366]       8.061838e+00  0.006125973  8.050083e+00  8.057618e+00
  mu[1367]       8.171072e+00  0.007233956  8.157423e+00  8.165959e+00
  mu[1368]       7.889111e+00  0.006294786  7.877223e+00  7.884772e+00
  mu[1369]       7.926134e+00  0.006193840  7.914470e+00  7.922008e+00
  mu[1370]       7.722075e+00  0.008480005  7.705498e+00  7.716051e+00
  mu[1371]       7.542166e+00  0.007116413  7.528353e+00  7.537113e+00
  mu[1372]       8.021333e+00  0.007284474  8.007773e+00  8.016239e+00
  mu[1373]       8.297498e+00  0.007010801  8.284068e+00  8.292627e+00
  mu[1374]       7.994736e+00  0.006943527  7.981294e+00  7.989843e+00
  mu[1375]       7.882209e+00  0.006085497  7.870645e+00  7.878064e+00
  mu[1376]       7.771269e+00  0.006787488  7.758583e+00  7.766493e+00
  mu[1377]       7.670827e+00  0.006296822  7.659000e+00  7.666479e+00
  mu[1378]       7.760243e+00  0.006735008  7.747243e+00  7.755432e+00
  mu[1379]       7.809386e+00  0.006481910  7.797232e+00  7.804901e+00
  mu[1380]       7.479107e+00  0.008524230  7.462503e+00  7.473017e+00
  mu[1381]       7.836706e+00  0.007500954  7.822111e+00  7.831300e+00
  mu[1382]       8.132864e+00  0.006056237  8.121330e+00  8.128741e+00
  mu[1383]       8.015790e+00  0.008150975  8.000613e+00  8.010159e+00
  mu[1384]       8.464084e+00  0.006097016  8.452541e+00  8.459825e+00
  mu[1385]       8.630877e+00  0.007380170  8.616765e+00  8.625893e+00
  mu[1386]       8.433470e+00  0.005751126  8.422585e+00  8.429417e+00
  mu[1387]       8.491728e+00  0.006023928  8.480320e+00  8.487640e+00
  mu[1388]       8.417368e+00  0.006041871  8.405891e+00  8.413103e+00
  mu[1389]       8.294458e+00  0.007860725  8.279830e+00  8.289013e+00
  mu[1390]       8.374440e+00  0.006203199  8.362584e+00  8.370191e+00
  mu[1391]       8.349190e+00  0.006149034  8.337455e+00  8.344925e+00
  mu[1392]       8.251663e+00  0.005876518  8.240588e+00  8.247775e+00
  mu[1393]       8.241265e+00  0.008059122  8.225970e+00  8.235556e+00
  mu[1394]       8.123201e+00  0.006785801  8.110029e+00  8.118487e+00
  mu[1395]       7.851431e+00  0.006434308  7.839435e+00  7.846987e+00
  mu[1396]       8.242257e+00  0.008025217  8.226965e+00  8.236640e+00
  mu[1397]       8.114740e+00  0.006468926  8.102590e+00  8.110254e+00
  mu[1398]       8.780836e+00  0.005745133  8.769994e+00  8.776800e+00
  mu[1399]       9.804200e+00  0.010797457  9.783264e+00  9.796906e+00
  mu[1400]       9.355743e+00  0.006775138  9.342613e+00  9.351108e+00
  mu[1401]       9.564402e+00  0.006599770  9.551534e+00  9.559758e+00
  mu[1402]       9.826213e+00  0.007353328  9.811714e+00  9.821141e+00
  mu[1403]       1.000058e+01  0.004656170  9.991692e+00  9.997416e+00
  mu[1404]       9.883313e+00  0.005882090  9.871762e+00  9.879335e+00
  mu[1405]       9.765552e+00  0.006594234  9.752971e+00  9.760962e+00
  mu[1406]       9.789434e+00  0.006523684  9.776696e+00  9.784786e+00
  mu[1407]       9.657015e+00  0.005666131  9.646045e+00  9.653271e+00
  mu[1408]       9.756637e+00  0.007379439  9.741960e+00  9.751539e+00
  mu[1409]       1.002054e+01  0.006927895  1.000738e+01  1.001574e+01
  mu[1410]       9.964320e+00  0.006406302  9.951856e+00  9.959911e+00
  mu[1411]       1.021904e+01  0.008853585  1.020172e+01  1.021293e+01
  mu[1412]       1.011298e+01  0.006805148  1.010002e+01  1.010829e+01
  mu[1413]       1.021198e+01  0.004370793  1.020329e+01  1.020894e+01
  mu[1414]       1.090325e+01  0.016696583  1.087080e+01  1.089250e+01
  mu[1415]       1.359388e+01  0.013159468  1.356878e+01  1.358487e+01
  mu[1416]       1.328540e+01  0.006551510  1.327235e+01  1.328097e+01
  mu[1417]       1.364958e+01  0.004919490  1.364034e+01  1.364635e+01
  mu[1418]       1.376392e+01  0.009811553  1.374385e+01  1.375708e+01
  mu[1419]       1.399574e+01  0.013506873  1.396828e+01  1.398659e+01
  mu[1420]       1.473703e+01  0.011458618  1.471450e+01  1.472927e+01
  mu[1421]       1.462735e+01  0.005596143  1.461674e+01  1.462351e+01
  mu[1422]       1.450920e+01  0.008132991  1.449326e+01  1.450363e+01
  mu[1423]       1.506130e+01  0.007970590  1.504596e+01  1.505578e+01
  mu[1424]       1.849474e+01  0.028193043  1.843989e+01  1.847501e+01
  mu[1425]       1.794660e+01  0.024749327  1.790000e+01  1.792984e+01
  mu[1426]       1.727535e+01  0.010297719  1.725532e+01  1.726824e+01
  mu[1427]       1.796248e+01  0.029230405  1.790790e+01  1.794177e+01
  mu[1428]       1.803353e+01  0.021573723  1.799224e+01  1.801861e+01
  mu[1429]       1.762783e+01  0.011855229  1.760427e+01  1.761976e+01
  mu[1430]       1.779300e+01  0.009014187  1.777489e+01  1.778701e+01
  mu[1431]       1.854819e+01  0.014841504  1.851886e+01  1.853818e+01
  mu[1432]       1.851165e+01  0.020221515  1.847355e+01  1.849792e+01
  mu[1433]       1.889719e+01  0.018112157  1.886218e+01  1.888455e+01
  mu[1434]       1.840063e+01  0.009878227  1.838069e+01  1.839398e+01
  mu[1435]       1.843544e+01  0.011458196  1.841289e+01  1.842786e+01
  mu[1436]       1.823146e+01  0.013273273  1.820553e+01  1.822235e+01
  mu[1437]       1.826653e+01  0.009860606  1.824671e+01  1.826004e+01
  mu[1438]       1.783051e+01  0.015959566  1.779916e+01  1.781981e+01
  mu[1439]       1.817678e+01  0.010396162  1.815624e+01  1.816995e+01
  mu[1440]       1.776317e+01  0.009141662  1.774448e+01  1.775703e+01
  mu[1441]       1.765987e+01  0.010658478  1.763948e+01  1.765251e+01
  mu[1442]       1.698120e+01  0.014215681  1.695217e+01  1.697176e+01
  mu[1443]       1.685989e+01  0.009436994  1.684098e+01  1.685342e+01
  mu[1444]       1.698263e+01  0.013846505  1.695560e+01  1.697310e+01
  mu[1445]       1.686939e+01  0.012253321  1.684528e+01  1.686102e+01
  mu[1446]       1.585659e+01  0.011220202  1.583448e+01  1.584895e+01
  mu[1447]       1.456162e+01  0.017710097  1.452655e+01  1.455001e+01
  mu[1448]       1.443269e+01  0.007239321  1.441881e+01  1.442788e+01
  mu[1449]       1.433677e+01  0.005565071  1.432599e+01  1.433301e+01
  mu[1450]       1.347613e+01  0.012471305  1.345114e+01  1.346805e+01
  mu[1451]       1.496962e+01  0.022959753  1.492457e+01  1.495374e+01
  mu[1452]       1.471393e+01  0.012709607  1.468837e+01  1.470559e+01
  mu[1453]       1.550730e+01  0.006503850  1.549481e+01  1.550303e+01
  mu[1454]       1.542933e+01  0.010388854  1.540808e+01  1.542259e+01
  mu[1455]       1.553315e+01  0.014761125  1.550324e+01  1.552348e+01
  mu[1456]       1.594489e+01  0.010170335  1.592551e+01  1.593797e+01
  mu[1457]       1.625126e+01  0.013785429  1.622504e+01  1.624173e+01
  mu[1458]       1.580343e+01  0.008022159  1.578745e+01  1.579814e+01
  mu[1459]       1.609559e+01  0.013186003  1.607068e+01  1.608684e+01
  mu[1460]       1.628637e+01  0.007452399  1.627191e+01  1.628133e+01
  y_rep[1]       1.652472e+01  0.219378249  1.616945e+01  1.643611e+01
  y_rep[2]       1.685965e+01  0.349441951  1.636150e+01  1.676434e+01
  y_rep[3]       1.641757e+01  0.230381403  1.601726e+01  1.632693e+01
  y_rep[4]       1.709706e+01  0.190363723  1.672260e+01  1.700631e+01
  y_rep[5]       1.715123e+01  0.214229210  1.679465e+01  1.705566e+01
  y_rep[6]       1.769741e+01  0.223224152  1.728126e+01  1.760764e+01
  y_rep[7]       1.735186e+01  0.228966567  1.691729e+01  1.726198e+01
  y_rep[8]       1.763205e+01  0.188111985  1.724846e+01  1.754394e+01
  y_rep[9]       1.735279e+01  0.205669069  1.697539e+01  1.726383e+01
  y_rep[10]      1.781061e+01  0.196306876  1.744626e+01  1.771552e+01
  y_rep[11]      1.801551e+01  0.196609412  1.762028e+01  1.792023e+01
  y_rep[12]      1.914172e+01  0.214614359  1.874590e+01  1.905879e+01
  y_rep[13]      1.896112e+01  0.217126922  1.856394e+01  1.887392e+01
  y_rep[14]      1.842679e+01  0.185093656  1.805665e+01  1.833465e+01
  y_rep[15]      1.749305e+01  0.215067796  1.707761e+01  1.740599e+01
  y_rep[16]      1.689763e+01  0.205492390  1.649182e+01  1.680002e+01
  y_rep[17]      1.719679e+01  0.199801050  1.679161e+01  1.710501e+01
  y_rep[18]      1.746899e+01  0.201946156  1.708715e+01  1.737434e+01
  y_rep[19]      1.720457e+01  0.301877909  1.676839e+01  1.710749e+01
  y_rep[20]      1.648268e+01  0.211267390  1.610765e+01  1.638701e+01
  y_rep[21]      1.623652e+01  0.226494939  1.587971e+01  1.616000e+01
  y_rep[22]      1.638805e+01  0.238803248  1.600864e+01  1.629097e+01
  y_rep[23]      1.635489e+01  0.213483368  1.596112e+01  1.625469e+01
  y_rep[24]      1.684077e+01  0.197705323  1.639851e+01  1.675886e+01
  y_rep[25]      1.694137e+01  0.256710508  1.653693e+01  1.684708e+01
  y_rep[26]      1.619215e+01  0.204317796  1.580255e+01  1.610543e+01
  y_rep[27]      1.606239e+01  0.187580908  1.567799e+01  1.597441e+01
  y_rep[28]      1.584291e+01  0.225787432  1.542530e+01  1.575044e+01
  y_rep[29]      1.544670e+01  0.211820315  1.508301e+01  1.535016e+01
  y_rep[30]      1.523989e+01  0.232138600  1.481161e+01  1.515210e+01
  y_rep[31]      1.531780e+01  0.195781584  1.494678e+01  1.522596e+01
  y_rep[32]      1.466342e+01  0.329331354  1.427767e+01  1.458417e+01
  y_rep[33]      1.415159e+01  0.249378034  1.375966e+01  1.406051e+01
  y_rep[34]      1.394062e+01  0.194115876  1.355154e+01  1.385712e+01
  y_rep[35]      1.321840e+01  0.223981747  1.282116e+01  1.312291e+01
  y_rep[36]      1.318152e+01  0.263376451  1.281772e+01  1.308652e+01
  y_rep[37]      1.360109e+01  0.203126172  1.316138e+01  1.351447e+01
  y_rep[38]      1.480726e+01  0.188197926  1.440191e+01  1.472265e+01
  y_rep[39]      1.522042e+01  0.260829122  1.481127e+01  1.513421e+01
  y_rep[40]      1.480022e+01  0.241956997  1.439153e+01  1.470205e+01
  y_rep[41]      1.469254e+01  0.210049730  1.428469e+01  1.459981e+01
  y_rep[42]      1.489268e+01  0.229460551  1.448056e+01  1.480667e+01
  y_rep[43]      1.475240e+01  0.212172806  1.433532e+01  1.466099e+01
  y_rep[44]      1.522010e+01  0.227030426  1.484370e+01  1.513481e+01
  y_rep[45]      1.463228e+01  0.208972012  1.424719e+01  1.454308e+01
  y_rep[46]      1.377096e+01  0.233233055  1.332907e+01  1.367802e+01
  y_rep[47]      1.360688e+01  0.232922017  1.322948e+01  1.351867e+01
  y_rep[48]      1.380327e+01  0.218935320  1.344802e+01  1.371790e+01
  y_rep[49]      1.450131e+01  0.208806471  1.411944e+01  1.440947e+01
  y_rep[50]      1.493616e+01  0.240120383  1.452593e+01  1.484375e+01
  y_rep[51]      1.501874e+01  0.336258092  1.458114e+01  1.492109e+01
  y_rep[52]      1.440631e+01  0.301419514  1.402046e+01  1.431394e+01
  y_rep[53]      1.423583e+01  0.200340318  1.385401e+01  1.414322e+01
  y_rep[54]      1.432120e+01  0.207735642  1.391479e+01  1.423371e+01
  y_rep[55]      1.423492e+01  0.203693141  1.382155e+01  1.415071e+01
  y_rep[56]      1.432316e+01  0.211286794  1.390837e+01  1.423007e+01
  y_rep[57]      1.450485e+01  0.191888547  1.409681e+01  1.441666e+01
  y_rep[58]      1.470608e+01  0.200367103  1.430898e+01  1.461803e+01
  y_rep[59]      1.412024e+01  0.188677290  1.374805e+01  1.403279e+01
  y_rep[60]      1.396055e+01  0.208600503  1.357703e+01  1.386384e+01
  y_rep[61]      1.307423e+01  0.380288487  1.271983e+01  1.298682e+01
  y_rep[62]      1.303035e+01  0.210328418  1.260233e+01  1.295315e+01
  y_rep[63]      1.415493e+01  0.205266667  1.371660e+01  1.407349e+01
  y_rep[64]      1.398469e+01  0.215447633  1.358235e+01  1.390054e+01
  y_rep[65]      1.357166e+01  0.194436476  1.320895e+01  1.348168e+01
  y_rep[66]      1.328821e+01  0.216267308  1.290077e+01  1.318711e+01
  y_rep[67]      1.338400e+01  0.224827929  1.300952e+01  1.329534e+01
  y_rep[68]      1.355968e+01  0.239724045  1.316041e+01  1.346882e+01
  y_rep[69]      1.386937e+01  0.201564367  1.345287e+01  1.378396e+01
  y_rep[70]      1.402717e+01  0.223231241  1.363651e+01  1.393950e+01
  y_rep[71]      1.382941e+01  0.240153858  1.343533e+01  1.372781e+01
  y_rep[72]      1.288623e+01  0.225524860  1.248251e+01  1.280136e+01
  y_rep[73]      1.233863e+01  0.227428957  1.193965e+01  1.225509e+01
  y_rep[74]      1.225796e+01  0.211971505  1.184461e+01  1.217171e+01
  y_rep[75]      1.219068e+01  0.230713325  1.183463e+01  1.210466e+01
  y_rep[76]      1.292818e+01  0.199471641  1.249397e+01  1.284332e+01
  y_rep[77]      1.295742e+01  0.215436433  1.259875e+01  1.286446e+01
  y_rep[78]      1.286539e+01  0.205931614  1.248950e+01  1.277560e+01
  y_rep[79]      1.239962e+01  0.235520815  1.198835e+01  1.230737e+01
  y_rep[80]      1.238552e+01  0.206366802  1.197755e+01  1.230043e+01
  y_rep[81]      1.233287e+01  0.225683385  1.194675e+01  1.224420e+01
  y_rep[82]      1.250159e+01  0.276641022  1.212675e+01  1.241249e+01
  y_rep[83]      1.268766e+01  0.212568514  1.223259e+01  1.260001e+01
  y_rep[84]      1.295118e+01  0.195374194  1.253414e+01  1.286570e+01
  y_rep[85]      1.261139e+01  0.210371783  1.222429e+01  1.252033e+01
  y_rep[86]      1.208904e+01  0.236040865  1.166262e+01  1.200861e+01
  y_rep[87]      1.283818e+01  0.236156639  1.240611e+01  1.273953e+01
  y_rep[88]      1.311238e+01  0.212398573  1.269174e+01  1.303977e+01
  y_rep[89]      1.307816e+01  0.229285635  1.266454e+01  1.298122e+01
  y_rep[90]      1.379482e+01  0.237905309  1.340587e+01  1.370993e+01
  y_rep[91]      1.381181e+01  0.196816737  1.343161e+01  1.371616e+01
  y_rep[92]      1.347149e+01  0.219091950  1.310031e+01  1.337446e+01
  y_rep[93]      1.314206e+01  0.235973002  1.277015e+01  1.304314e+01
  y_rep[94]      1.338030e+01  0.238954568  1.298706e+01  1.329110e+01
  y_rep[95]      1.338286e+01  0.197857352  1.300827e+01  1.329284e+01
  y_rep[96]      1.359100e+01  0.214052985  1.319957e+01  1.349474e+01
  y_rep[97]      1.373744e+01  0.194408802  1.331814e+01  1.364433e+01
  y_rep[98]      1.348594e+01  0.186982764  1.311698e+01  1.339564e+01
  y_rep[99]      1.302772e+01  0.203241360  1.259642e+01  1.294057e+01
  y_rep[100]     1.281050e+01  0.252170777  1.242076e+01  1.272505e+01
  y_rep[101]     1.278035e+01  0.247575760  1.239877e+01  1.269061e+01
  y_rep[102]     1.318608e+01  0.195225700  1.279291e+01  1.309368e+01
  y_rep[103]     1.414009e+01  0.223372844  1.373788e+01  1.405572e+01
  y_rep[104]     1.369332e+01  0.214748508  1.329376e+01  1.360283e+01
  y_rep[105]     1.345267e+01  0.530365430  1.305426e+01  1.337685e+01
  y_rep[106]     1.336880e+01  0.206805597  1.296987e+01  1.327943e+01
  y_rep[107]     1.288748e+01  0.222216849  1.250193e+01  1.280015e+01
  y_rep[108]     1.295284e+01  0.211869799  1.258584e+01  1.285917e+01
  y_rep[109]     1.347648e+01  0.215005150  1.308634e+01  1.338878e+01
  y_rep[110]     1.341473e+01  0.228669026  1.301015e+01  1.332390e+01
  y_rep[111]     1.285356e+01  0.218605356  1.244246e+01  1.276188e+01
  y_rep[112]     1.280160e+01  0.219058578  1.241699e+01  1.270522e+01
  y_rep[113]     1.187056e+01  0.199973042  1.149815e+01  1.177850e+01
  y_rep[114]     1.138311e+01  0.231357984  1.097198e+01  1.129086e+01
  y_rep[115]     1.156285e+01  0.223187571  1.112851e+01  1.147331e+01
  y_rep[116]     1.210207e+01  0.221275132  1.171681e+01  1.201015e+01
  y_rep[117]     1.207525e+01  0.225954520  1.167459e+01  1.199533e+01
  y_rep[118]     1.166996e+01  0.212831233  1.128282e+01  1.157088e+01
  y_rep[119]     1.154786e+01  0.378658405  1.115265e+01  1.145038e+01
  y_rep[120]     1.119725e+01  0.218499135  1.079161e+01  1.110084e+01
  y_rep[121]     1.117648e+01  0.207707741  1.081665e+01  1.108421e+01
  y_rep[122]     1.162315e+01  0.226988953  1.122466e+01  1.153704e+01
  y_rep[123]     1.198342e+01  0.212447185  1.160971e+01  1.189195e+01
  y_rep[124]     1.207851e+01  0.188202724  1.168433e+01  1.198619e+01
  y_rep[125]     1.197078e+01  0.204477593  1.160819e+01  1.187934e+01
  y_rep[126]     1.148247e+01  0.242104360  1.114014e+01  1.139063e+01
  y_rep[127]     1.110723e+01  0.204357873  1.068313e+01  1.101923e+01
  y_rep[128]     1.123532e+01  0.200876274  1.081827e+01  1.114425e+01
  y_rep[129]     1.129432e+01  0.217941806  1.093845e+01  1.120534e+01
  y_rep[130]     1.147515e+01  0.241590399  1.109214e+01  1.138480e+01
  y_rep[131]     1.144136e+01  0.186643834  1.105230e+01  1.135071e+01
  y_rep[132]     1.086284e+01  0.192971350  1.049771e+01  1.076767e+01
  y_rep[133]     1.056099e+01  0.204230584  1.014650e+01  1.047170e+01
  y_rep[134]     1.069151e+01  0.221644587  1.029395e+01  1.060626e+01
  y_rep[135]     1.091620e+01  0.220645505  1.052170e+01  1.081588e+01
  y_rep[136]     1.078441e+01  0.232139487  1.036614e+01  1.069245e+01
  y_rep[137]     1.153467e+01  0.277714763  1.114202e+01  1.145420e+01
  y_rep[138]     1.150558e+01  0.209498608  1.110979e+01  1.142624e+01
  y_rep[139]     1.107234e+01  0.214920463  1.062977e+01  1.098729e+01
  y_rep[140]     1.082105e+01  0.217078163  1.040509e+01  1.072852e+01
  y_rep[141]     1.165150e+01  0.239620461  1.122000e+01  1.156529e+01
  y_rep[142]     1.124870e+01  0.220834191  1.087036e+01  1.115441e+01
  y_rep[143]     1.134537e+01  0.231307380  1.086775e+01  1.125869e+01
  y_rep[144]     1.128883e+01  0.220430922  1.084131e+01  1.119653e+01
  y_rep[145]     1.052849e+01  0.202175159  1.010605e+01  1.043898e+01
  y_rep[146]     1.022845e+01  0.503007897  9.844100e+00  1.015870e+01
  y_rep[147]     1.027166e+01  0.225275250  9.860109e+00  1.018168e+01
  y_rep[148]     1.064501e+01  0.191740080  1.024590e+01  1.055489e+01
  y_rep[149]     1.058773e+01  0.226531485  1.020375e+01  1.048750e+01
  y_rep[150]     1.085001e+01  0.215474851  1.045670e+01  1.075926e+01
  y_rep[151]     1.070085e+01  0.202298899  1.032754e+01  1.061395e+01
  y_rep[152]     1.066043e+01  0.227014251  1.023266e+01  1.056907e+01
  y_rep[153]     1.019525e+01  0.229916298  9.851456e+00  1.009932e+01
  y_rep[154]     1.003690e+01  0.205336053  9.655592e+00  9.943355e+00
  y_rep[155]     1.019699e+01  0.193105254  9.836734e+00  1.011175e+01
  y_rep[156]     1.090690e+01  0.227178745  1.053626e+01  1.081023e+01
  y_rep[157]     1.120487e+01  0.367454504  1.080172e+01  1.110075e+01
  y_rep[158]     1.131152e+01  0.227436632  1.090357e+01  1.122549e+01
  y_rep[159]     1.118400e+01  0.233582366  1.079981e+01  1.108449e+01
  y_rep[160]     1.045524e+01  0.193653414  1.008682e+01  1.035830e+01
  y_rep[161]     1.027928e+01  0.211990385  9.856284e+00  1.018936e+01
  y_rep[162]     1.078747e+01  0.230933790  1.042461e+01  1.069002e+01
  y_rep[163]     1.089685e+01  0.219533175  1.042223e+01  1.081253e+01
  y_rep[164]     1.084232e+01  0.204491466  1.047339e+01  1.075255e+01
  y_rep[165]     1.078925e+01  0.248179233  1.041275e+01  1.069998e+01
  y_rep[166]     1.092164e+01  0.185189577  1.055115e+01  1.083435e+01
  y_rep[167]     1.073090e+01  0.263689774  1.038804e+01  1.062713e+01
  y_rep[168]     1.061855e+01  0.292203771  1.023948e+01  1.053632e+01
  y_rep[169]     1.328218e+01  0.212800129  1.285623e+01  1.319198e+01
  y_rep[170]     1.748922e+01  0.242282727  1.706161e+01  1.737030e+01
  y_rep[171]     1.648469e+01  0.246346877  1.604353e+01  1.639797e+01
  y_rep[172]     1.665495e+01  0.226497636  1.625562e+01  1.657037e+01
  y_rep[173]     1.693858e+01  0.200453923  1.657856e+01  1.684383e+01
  y_rep[174]     1.698925e+01  0.213129850  1.661430e+01  1.690099e+01
  y_rep[175]     1.757951e+01  0.186643291  1.719146e+01  1.748698e+01
  y_rep[176]     1.787578e+01  0.207273855  1.748361e+01  1.778621e+01
  y_rep[177]     1.722918e+01  0.233539003  1.678831e+01  1.714186e+01
  y_rep[178]     1.740053e+01  0.203434626  1.702452e+01  1.731299e+01
  y_rep[179]     1.761703e+01  0.218327748  1.723754e+01  1.752658e+01
  y_rep[180]     1.738026e+01  0.260082565  1.694898e+01  1.728050e+01
  y_rep[181]     1.720168e+01  0.219175684  1.681232e+01  1.710473e+01
  y_rep[182]     1.724915e+01  0.218453129  1.682398e+01  1.715302e+01
  y_rep[183]     1.688048e+01  0.193263984  1.651875e+01  1.679345e+01
  y_rep[184]     1.733817e+01  0.202712692  1.695152e+01  1.724344e+01
  y_rep[185]     1.752548e+01  0.218199123  1.714706e+01  1.743011e+01
  y_rep[186]     1.710669e+01  0.275269337  1.666100e+01  1.702067e+01
  y_rep[187]     1.711939e+01  0.204974268  1.670176e+01  1.703270e+01
  y_rep[188]     1.709288e+01  0.206759355  1.670577e+01  1.700420e+01
  y_rep[189]     1.754924e+01  0.192152847  1.716766e+01  1.745458e+01
  y_rep[190]     1.767626e+01  0.235838228  1.724273e+01  1.757972e+01
  y_rep[191]     1.871078e+01  0.198823900  1.833942e+01  1.861591e+01
  y_rep[192]     1.726573e+01  0.213722279  1.687724e+01  1.716300e+01
  y_rep[193]     1.432755e+01  0.213608277  1.392802e+01  1.423855e+01
  y_rep[194]     1.420858e+01  0.215181638  1.381159e+01  1.411238e+01
  y_rep[195]     1.381613e+01  0.183074942  1.341059e+01  1.372785e+01
  y_rep[196]     1.312550e+01  0.208114151  1.272908e+01  1.303815e+01
  y_rep[197]     1.290990e+01  0.225153281  1.252365e+01  1.282417e+01
  y_rep[198]     1.322805e+01  0.317294380  1.289023e+01  1.313154e+01
  y_rep[199]     1.394775e+01  0.198612486  1.356391e+01  1.385638e+01
  y_rep[200]     1.391819e+01  0.215952683  1.353084e+01  1.382390e+01
  y_rep[201]     1.363357e+01  0.209323206  1.326210e+01  1.354203e+01
  y_rep[202]     1.316337e+01  0.213447549  1.277693e+01  1.307154e+01
  y_rep[203]     1.304414e+01  0.234556193  1.270569e+01  1.295041e+01
  y_rep[204]     1.441985e+01  0.329619430  1.406419e+01  1.432638e+01
  y_rep[205]     1.553698e+01  0.203474488  1.514219e+01  1.545380e+01
  y_rep[206]     1.547761e+01  0.239457649  1.509238e+01  1.537797e+01
  y_rep[207]     1.514925e+01  0.205068241  1.476001e+01  1.505288e+01
  y_rep[208]     1.517018e+01  0.328236732  1.478505e+01  1.509250e+01
  y_rep[209]     1.473793e+01  0.187971754  1.435402e+01  1.464422e+01
  y_rep[210]     1.479558e+01  0.328015606  1.440851e+01  1.470938e+01
  y_rep[211]     1.482717e+01  0.199929552  1.445648e+01  1.473078e+01
  y_rep[212]     1.493012e+01  0.226913364  1.454971e+01  1.484140e+01
  y_rep[213]     1.446651e+01  0.201912708  1.409566e+01  1.437175e+01
  y_rep[214]     1.406879e+01  0.202383838  1.370815e+01  1.398284e+01
  y_rep[215]     1.363467e+01  0.223819637  1.327046e+01  1.354246e+01
  y_rep[216]     1.343834e+01  0.222425086  1.300010e+01  1.334883e+01
  y_rep[217]     1.354847e+01  0.275627722  1.317581e+01  1.345348e+01
  y_rep[218]     1.408433e+01  0.210483080  1.367182e+01  1.398949e+01
  y_rep[219]     1.435569e+01  0.209435766  1.389343e+01  1.427084e+01
  y_rep[220]     1.420130e+01  0.233335811  1.382827e+01  1.410245e+01
  y_rep[221]     1.375833e+01  0.226226172  1.334680e+01  1.366039e+01
  y_rep[222]     1.314709e+01  0.207379110  1.275516e+01  1.305426e+01
  y_rep[223]     1.315770e+01  0.192837611  1.278682e+01  1.306317e+01
  y_rep[224]     1.316666e+01  0.220486549  1.277763e+01  1.307910e+01
  y_rep[225]     1.360955e+01  0.187133922  1.322556e+01  1.351670e+01
  y_rep[226]     1.328953e+01  0.200233126  1.292568e+01  1.319633e+01
  y_rep[227]     1.271569e+01  0.214373714  1.233213e+01  1.263102e+01
  y_rep[228]     1.193758e+01  0.249187806  1.157367e+01  1.185493e+01
  y_rep[229]     1.172661e+01  0.210542565  1.134602e+01  1.164237e+01
  y_rep[230]     1.151144e+01  0.220248430  1.112183e+01  1.141559e+01
  y_rep[231]     1.164402e+01  0.200807290  1.126195e+01  1.155599e+01
  y_rep[232]     1.260633e+01  0.220644284  1.220815e+01  1.250705e+01
  y_rep[233]     1.259439e+01  0.219508426  1.218026e+01  1.250822e+01
  y_rep[234]     1.214822e+01  0.218107104  1.175964e+01  1.205002e+01
  y_rep[235]     1.235678e+01  0.213350254  1.192906e+01  1.227308e+01
  y_rep[236]     1.260088e+01  0.235290361  1.219955e+01  1.251482e+01
  y_rep[237]     1.264673e+01  0.339465231  1.222417e+01  1.256170e+01
  y_rep[238]     1.261198e+01  0.212819645  1.222225e+01  1.252407e+01
  y_rep[239]     1.347504e+01  0.239552625  1.306713e+01  1.338702e+01
  y_rep[240]     1.405069e+01  0.210889653  1.370394e+01  1.395872e+01
  y_rep[241]     1.351827e+01  0.218396577  1.311154e+01  1.342744e+01
  y_rep[242]     1.345316e+01  0.232126458  1.301232e+01  1.336075e+01
  y_rep[243]     1.351698e+01  0.255118220  1.307881e+01  1.343542e+01
  y_rep[244]     1.355343e+01  0.201280743  1.315809e+01  1.345994e+01
  y_rep[245]     1.386218e+01  0.235353167  1.349107e+01  1.376643e+01
  y_rep[246]     1.445363e+01  0.194337622  1.407610e+01  1.436207e+01
  y_rep[247]     1.406248e+01  0.244722549  1.365666e+01  1.397029e+01
  y_rep[248]     1.370089e+01  0.213669383  1.330486e+01  1.360931e+01
  y_rep[249]     1.382681e+01  0.220658534  1.344142e+01  1.373791e+01
  y_rep[250]     1.352312e+01  0.294990068  1.317010e+01  1.344156e+01
  y_rep[251]     1.415557e+01  0.226404551  1.376655e+01  1.406509e+01
  y_rep[252]     1.453310e+01  0.212796921  1.413288e+01  1.444711e+01
  y_rep[253]     1.455883e+01  0.226312225  1.414728e+01  1.447068e+01
  y_rep[254]     1.415284e+01  0.219528731  1.377027e+01  1.406234e+01
  y_rep[255]     1.374806e+01  0.202369194  1.336658e+01  1.366296e+01
  y_rep[256]     1.370744e+01  0.214064303  1.332367e+01  1.361354e+01
  y_rep[257]     1.394397e+01  0.212237130  1.354978e+01  1.385078e+01
  y_rep[258]     1.392664e+01  0.195119528  1.353876e+01  1.383696e+01
  y_rep[259]     1.360658e+01  0.253423096  1.317372e+01  1.352405e+01
  y_rep[260]     1.359926e+01  0.228858989  1.320984e+01  1.351576e+01
  y_rep[261]     1.351874e+01  0.203388155  1.313404e+01  1.342435e+01
  y_rep[262]     1.240714e+01  0.213720068  1.195790e+01  1.231378e+01
  y_rep[263]     1.212067e+01  0.191914935  1.173148e+01  1.203666e+01
  y_rep[264]     1.236996e+01  0.220196867  1.202608e+01  1.227598e+01
  y_rep[265]     1.244960e+01  0.200385646  1.205589e+01  1.236105e+01
  y_rep[266]     1.343836e+01  0.196156406  1.305436e+01  1.334827e+01
  y_rep[267]     1.316003e+01  0.265948888  1.274792e+01  1.307354e+01
  y_rep[268]     1.270433e+01  0.194506064  1.229649e+01  1.261237e+01
  y_rep[269]     1.257962e+01  0.209128023  1.215685e+01  1.248761e+01
  y_rep[270]     1.302321e+01  0.274101014  1.259027e+01  1.294125e+01
  y_rep[271]     1.354203e+01  0.194171692  1.316414e+01  1.344294e+01
  y_rep[272]     1.375096e+01  0.232167449  1.336572e+01  1.366937e+01
  y_rep[273]     1.356297e+01  0.203219084  1.316559e+01  1.346614e+01
  y_rep[274]     1.347729e+01  0.227426660  1.307460e+01  1.338558e+01
  y_rep[275]     1.281955e+01  0.206605620  1.244514e+01  1.272275e+01
  y_rep[276]     1.264970e+01  0.235924575  1.224526e+01  1.256636e+01
  y_rep[277]     1.269891e+01  0.209670267  1.227665e+01  1.261054e+01
  y_rep[278]     1.287183e+01  0.229014102  1.250439e+01  1.277290e+01
  y_rep[279]     1.284995e+01  0.198375264  1.245889e+01  1.276251e+01
  y_rep[280]     1.290771e+01  0.199150254  1.249787e+01  1.282358e+01
  y_rep[281]     1.280743e+01  0.224764535  1.242190e+01  1.271840e+01
  y_rep[282]     1.262391e+01  0.255543034  1.220234e+01  1.253142e+01
  y_rep[283]     1.323635e+01  0.203642464  1.284612e+01  1.314802e+01
  y_rep[284]     1.308119e+01  0.248085084  1.265111e+01  1.298531e+01
  y_rep[285]     1.358144e+01  0.206128144  1.318821e+01  1.349415e+01
  y_rep[286]     1.368510e+01  0.234125229  1.331394e+01  1.359785e+01
  y_rep[287]     1.348130e+01  0.231294714  1.307531e+01  1.340179e+01
  y_rep[288]     1.321127e+01  0.208214474  1.277349e+01  1.312106e+01
  y_rep[289]     1.281006e+01  0.244597121  1.239523e+01  1.273172e+01
  y_rep[290]     1.273240e+01  0.190959554  1.236491e+01  1.263578e+01
  y_rep[291]     1.290173e+01  0.197221232  1.253648e+01  1.281562e+01
  y_rep[292]     1.305047e+01  0.226643267  1.263990e+01  1.296645e+01
  y_rep[293]     1.279721e+01  0.293498280  1.243790e+01  1.270959e+01
  y_rep[294]     1.263234e+01  0.196248037  1.223824e+01  1.254611e+01
  y_rep[295]     1.294820e+01  0.215729038  1.256471e+01  1.285636e+01
  y_rep[296]     1.346804e+01  0.200669904  1.306695e+01  1.337802e+01
  y_rep[297]     1.317179e+01  0.233159834  1.278004e+01  1.308234e+01
  y_rep[298]     1.452032e+01  0.201433237  1.411615e+01  1.443524e+01
  y_rep[299]     1.464247e+01  0.193590819  1.428366e+01  1.455720e+01
  y_rep[300]     1.494514e+01  0.207929721  1.455468e+01  1.485253e+01
  y_rep[301]     1.487239e+01  0.213644362  1.445773e+01  1.478856e+01
  y_rep[302]     1.488846e+01  0.213949109  1.449109e+01  1.479681e+01
  y_rep[303]     1.478760e+01  0.213470328  1.443582e+01  1.469133e+01
  y_rep[304]     1.488609e+01  0.242211922  1.449458e+01  1.479065e+01
  y_rep[305]     1.485954e+01  0.263323347  1.445264e+01  1.477354e+01
  y_rep[306]     1.461952e+01  0.199283643  1.419797e+01  1.452691e+01
  y_rep[307]     1.464712e+01  0.270160480  1.424819e+01  1.454623e+01
  y_rep[308]     1.460676e+01  0.256865527  1.419009e+01  1.452230e+01
  y_rep[309]     1.555903e+01  0.197394793  1.518088e+01  1.546517e+01
  y_rep[310]     1.600741e+01  0.212050741  1.558179e+01  1.592086e+01
  y_rep[311]     1.576665e+01  0.175297367  1.543420e+01  1.568050e+01
  y_rep[312]     1.570838e+01  0.294017102  1.529960e+01  1.561069e+01
  y_rep[313]     1.586748e+01  0.195334522  1.549471e+01  1.578121e+01
  y_rep[314]     1.568642e+01  0.198042109  1.528662e+01  1.559702e+01
  y_rep[315]     1.535236e+01  0.207376139  1.495373e+01  1.525850e+01
  y_rep[316]     1.521973e+01  0.192536557  1.483954e+01  1.512953e+01
  y_rep[317]     1.490486e+01  0.205663897  1.450287e+01  1.481838e+01
  y_rep[318]     1.470806e+01  0.239702576  1.434415e+01  1.462501e+01
  y_rep[319]     1.482593e+01  0.199481684  1.446686e+01  1.473445e+01
  y_rep[320]     1.405470e+01  0.396221096  1.365215e+01  1.398028e+01
  y_rep[321]     1.314209e+01  0.233957292  1.275053e+01  1.305221e+01
  y_rep[322]     1.308295e+01  0.206614287  1.269877e+01  1.299729e+01
  y_rep[323]     1.259127e+01  0.443428848  1.217415e+01  1.249431e+01
  y_rep[324]     1.282753e+01  0.219142811  1.243277e+01  1.273771e+01
  y_rep[325]     1.311547e+01  0.494112968  1.272799e+01  1.303608e+01
  y_rep[326]     1.324363e+01  0.186285177  1.289403e+01  1.315198e+01
  y_rep[327]     1.357274e+01  0.206164321  1.319978e+01  1.348750e+01
  y_rep[328]     1.349074e+01  0.217919106  1.310049e+01  1.340152e+01
  y_rep[329]     1.351343e+01  0.209935495  1.315774e+01  1.342557e+01
  y_rep[330]     1.355014e+01  0.205252998  1.320330e+01  1.346165e+01
  y_rep[331]     1.357949e+01  0.238644459  1.318880e+01  1.348757e+01
  y_rep[332]     1.289935e+01  0.211329304  1.251605e+01  1.280948e+01
  y_rep[333]     1.346532e+01  0.273544999  1.305403e+01  1.337764e+01
  y_rep[334]     1.361064e+01  0.238589825  1.320312e+01  1.351852e+01
  y_rep[335]     1.340271e+01  0.234166230  1.301777e+01  1.331742e+01
  y_rep[336]     1.321210e+01  0.235817319  1.282370e+01  1.312023e+01
  y_rep[337]     1.317725e+01  0.201203829  1.279791e+01  1.309051e+01
  y_rep[338]     1.370065e+01  0.255345140  1.327876e+01  1.361008e+01
  y_rep[339]     1.387149e+01  0.197366057  1.346834e+01  1.378261e+01
  y_rep[340]     1.415626e+01  0.250726463  1.375265e+01  1.405618e+01
  y_rep[341]     1.382175e+01  0.194888285  1.344116e+01  1.373798e+01
  y_rep[342]     1.394699e+01  0.222135408  1.356219e+01  1.385523e+01
  y_rep[343]     1.422126e+01  0.203087184  1.382135e+01  1.413191e+01
  y_rep[344]     1.403773e+01  0.220231867  1.363356e+01  1.394982e+01
  y_rep[345]     1.425557e+01  0.228044558  1.381472e+01  1.416728e+01
  y_rep[346]     1.451856e+01  0.198678140  1.412551e+01  1.442879e+01
  y_rep[347]     1.405003e+01  0.187366277  1.365939e+01  1.396705e+01
  y_rep[348]     1.399421e+01  0.236074454  1.360207e+01  1.389711e+01
  y_rep[349]     1.380529e+01  0.203687571  1.340559e+01  1.371653e+01
  y_rep[350]     1.389183e+01  0.175171309  1.354341e+01  1.380719e+01
  y_rep[351]     1.398076e+01  0.201177645  1.353975e+01  1.389445e+01
  y_rep[352]     1.444800e+01  0.208094916  1.404917e+01  1.436168e+01
  y_rep[353]     1.447297e+01  0.201617982  1.408311e+01  1.438168e+01
  y_rep[354]     1.533382e+01  0.194038171  1.495752e+01  1.524959e+01
  y_rep[355]     1.535400e+01  0.221309818  1.495566e+01  1.526360e+01
  y_rep[356]     1.539174e+01  0.271576389  1.498880e+01  1.529813e+01
  y_rep[357]     1.734334e+01  0.209177642  1.698874e+01  1.724383e+01
  y_rep[358]     1.906699e+01  0.223789358  1.862436e+01  1.897833e+01
  y_rep[359]     1.820602e+01  0.238705697  1.780974e+01  1.811064e+01
  y_rep[360]     1.904023e+01  0.201968923  1.866622e+01  1.894904e+01
  y_rep[361]     1.897414e+01  0.243658982  1.859682e+01  1.887570e+01
  y_rep[362]     1.910478e+01  0.206758173  1.870610e+01  1.901187e+01
  y_rep[363]     2.008346e+01  0.196033032  1.971788e+01  1.999252e+01
  y_rep[364]     2.046470e+01  0.256484816  2.005665e+01  2.038169e+01
  y_rep[365]     2.007182e+01  0.214702021  1.968847e+01  1.998144e+01
  y_rep[366]     2.031020e+01  0.196540737  1.991837e+01  2.022263e+01
  y_rep[367]     2.104552e+01  0.195863964  2.070267e+01  2.095849e+01
  y_rep[368]     2.094125e+01  0.192506345  2.055578e+01  2.085289e+01
  y_rep[369]     2.142392e+01  0.203860860  2.102061e+01  2.133841e+01
  y_rep[370]     2.182317e+01  0.214520400  2.144393e+01  2.172650e+01
  y_rep[371]     2.137058e+01  0.211099182  2.099067e+01  2.128115e+01
  y_rep[372]     2.195610e+01  0.207908039  2.151044e+01  2.187216e+01
  y_rep[373]     2.219555e+01  0.197017828  2.185960e+01  2.210275e+01
  y_rep[374]     2.192177e+01  0.231760582  2.154442e+01  2.183363e+01
  y_rep[375]     2.196275e+01  0.213835993  2.155235e+01  2.186630e+01
  y_rep[376]     2.206276e+01  0.239320955  2.164974e+01  2.197392e+01
  y_rep[377]     2.194703e+01  0.252662523  2.157957e+01  2.185100e+01
  y_rep[378]     2.190007e+01  0.208648616  2.152068e+01  2.180698e+01
  y_rep[379]     2.157703e+01  0.262556661  2.118052e+01  2.148429e+01
  y_rep[380]     1.953199e+01  0.248137465  1.911991e+01  1.944358e+01
  y_rep[381]     1.995891e+01  0.207124151  1.957114e+01  1.986629e+01
  y_rep[382]     2.065762e+01  0.199705781  2.028312e+01  2.056371e+01
  y_rep[383]     2.031798e+01  0.190449752  1.998539e+01  2.022182e+01
  y_rep[384]     2.000811e+01  0.232337168  1.961605e+01  1.991261e+01
  y_rep[385]     1.980155e+01  0.219264374  1.940187e+01  1.970435e+01
  y_rep[386]     1.934868e+01  0.348869178  1.899968e+01  1.926793e+01
  y_rep[387]     1.985707e+01  0.223921076  1.942488e+01  1.976221e+01
  y_rep[388]     2.034627e+01  0.267175606  1.993364e+01  2.024582e+01
  y_rep[389]     2.001816e+01  0.189899157  1.961350e+01  1.993204e+01
  y_rep[390]     1.946622e+01  0.288189636  1.910541e+01  1.937441e+01
  y_rep[391]     1.928690e+01  0.232984757  1.887925e+01  1.919163e+01
  y_rep[392]     1.861626e+01  0.403703609  1.820959e+01  1.850868e+01
  y_rep[393]     1.893105e+01  0.321214267  1.855722e+01  1.883203e+01
  y_rep[394]     1.893899e+01  0.231389852  1.854382e+01  1.885179e+01
  y_rep[395]     1.859516e+01  0.218974131  1.819488e+01  1.850100e+01
  y_rep[396]     1.810045e+01  0.216583624  1.769970e+01  1.801380e+01
  y_rep[397]     1.803678e+01  0.246258936  1.760473e+01  1.793616e+01
  y_rep[398]     1.803927e+01  0.217133172  1.761379e+01  1.794696e+01
  y_rep[399]     1.790579e+01  0.219651136  1.748317e+01  1.780749e+01
  y_rep[400]     1.750660e+01  0.233950649  1.711117e+01  1.741396e+01
  y_rep[401]     1.769206e+01  0.216985770  1.734482e+01  1.759884e+01
  y_rep[402]     1.757625e+01  0.201759627  1.717422e+01  1.748688e+01
  y_rep[403]     1.726889e+01  0.238998355  1.685450e+01  1.717927e+01
  y_rep[404]     1.675731e+01  0.272367827  1.631822e+01  1.665944e+01
  y_rep[405]     1.596567e+01  0.214075093  1.560606e+01  1.586963e+01
  y_rep[406]     1.609290e+01  0.338736877  1.569353e+01  1.599310e+01
  y_rep[407]     1.639714e+01  0.231615654  1.600828e+01  1.630557e+01
  y_rep[408]     1.620918e+01  0.212540528  1.582094e+01  1.613050e+01
  y_rep[409]     1.595361e+01  0.211010835  1.557759e+01  1.586379e+01
  y_rep[410]     1.537155e+01  0.246877645  1.496252e+01  1.528132e+01
  y_rep[411]     1.515331e+01  0.197416027  1.477157e+01  1.506179e+01
  y_rep[412]     1.533149e+01  0.209853559  1.493135e+01  1.523413e+01
  y_rep[413]     1.532712e+01  0.217290953  1.495764e+01  1.522801e+01
  y_rep[414]     1.502058e+01  0.209608749  1.463203e+01  1.493708e+01
  y_rep[415]     1.496734e+01  0.209214883  1.457813e+01  1.487880e+01
  y_rep[416]     1.512062e+01  0.209563505  1.470487e+01  1.503034e+01
  y_rep[417]     1.481669e+01  0.244504566  1.439073e+01  1.473512e+01
  y_rep[418]     1.506916e+01  0.195082414  1.464936e+01  1.497777e+01
  y_rep[419]     1.606150e+01  0.231819725  1.564595e+01  1.597430e+01
  y_rep[420]     1.586501e+01  0.212364012  1.547818e+01  1.576802e+01
  y_rep[421]     1.565280e+01  0.199372251  1.528552e+01  1.556861e+01
  y_rep[422]     1.528377e+01  0.326824221  1.482968e+01  1.519086e+01
  y_rep[423]     1.492491e+01  0.196471008  1.450409e+01  1.483628e+01
  y_rep[424]     1.542956e+01  0.214821069  1.504998e+01  1.534443e+01
  y_rep[425]     1.590920e+01  0.354020072  1.549434e+01  1.580725e+01
  y_rep[426]     1.589033e+01  0.205908499  1.552093e+01  1.579989e+01
  y_rep[427]     1.590906e+01  0.209495056  1.554453e+01  1.581227e+01
  y_rep[428]     1.603125e+01  0.243821944  1.561562e+01  1.593785e+01
  y_rep[429]     1.570573e+01  0.342598406  1.530208e+01  1.561860e+01
  y_rep[430]     1.579149e+01  0.209129885  1.539163e+01  1.570209e+01
  y_rep[431]     1.613254e+01  0.222269207  1.577155e+01  1.603111e+01
  y_rep[432]     1.592082e+01  0.193015807  1.556263e+01  1.582916e+01
  y_rep[433]     1.618712e+01  0.216856078  1.582161e+01  1.609766e+01
  y_rep[434]     1.647046e+01  0.197569831  1.606290e+01  1.638111e+01
  y_rep[435]     1.618205e+01  0.213207258  1.579168e+01  1.608945e+01
  y_rep[436]     1.591112e+01  0.234451210  1.546502e+01  1.581748e+01
  y_rep[437]     1.630121e+01  0.210059373  1.591304e+01  1.621203e+01
  y_rep[438]     1.591513e+01  0.239088430  1.546420e+01  1.581788e+01
  y_rep[439]     1.571228e+01  0.213187059  1.526833e+01  1.562351e+01
  y_rep[440]     1.576123e+01  0.209931319  1.535431e+01  1.567405e+01
  y_rep[441]     1.562809e+01  0.207341455  1.523134e+01  1.553966e+01
  y_rep[442]     1.528315e+01  0.219990729  1.483376e+01  1.520168e+01
  y_rep[443]     1.550247e+01  0.239847885  1.512296e+01  1.541084e+01
  y_rep[444]     1.517794e+01  0.212664594  1.481791e+01  1.508761e+01
  y_rep[445]     1.511568e+01  0.240609519  1.469320e+01  1.502997e+01
  y_rep[446]     1.572204e+01  0.207403193  1.532602e+01  1.563480e+01
  y_rep[447]     1.567289e+01  0.208574437  1.521058e+01  1.558166e+01
  y_rep[448]     1.470652e+01  0.254596418  1.427247e+01  1.461574e+01
  y_rep[449]     1.486848e+01  0.255246574  1.445987e+01  1.478695e+01
  y_rep[450]     1.467330e+01  0.192020041  1.424532e+01  1.457949e+01
  y_rep[451]     1.444405e+01  0.197856929  1.402474e+01  1.435212e+01
  y_rep[452]     1.434979e+01  0.273820868  1.394137e+01  1.425723e+01
  y_rep[453]     1.399309e+01  0.231596135  1.360749e+01  1.390185e+01
  y_rep[454]     1.362907e+01  0.190239884  1.325350e+01  1.354251e+01
  y_rep[455]     1.484596e+01  0.233141857  1.446788e+01  1.474915e+01
  y_rep[456]     1.488844e+01  0.205524275  1.449867e+01  1.478768e+01
  y_rep[457]     1.473422e+01  0.198763046  1.437325e+01  1.463477e+01
  y_rep[458]     1.486548e+01  0.214890947  1.446425e+01  1.477583e+01
  y_rep[459]     1.493726e+01  0.265742793  1.453198e+01  1.484447e+01
  y_rep[460]     1.444388e+01  0.277121747  1.407056e+01  1.435599e+01
  y_rep[461]     1.480824e+01  0.221303235  1.437297e+01  1.471281e+01
  y_rep[462]     1.457601e+01  0.193389130  1.422147e+01  1.448321e+01
  y_rep[463]     1.413641e+01  0.201880050  1.376457e+01  1.404733e+01
  y_rep[464]     1.413821e+01  0.225721764  1.378974e+01  1.404215e+01
  y_rep[465]     1.383554e+01  0.205856350  1.341140e+01  1.374506e+01
  y_rep[466]     1.384816e+01  0.218445830  1.341437e+01  1.376118e+01
  y_rep[467]     1.542335e+01  0.216674377  1.509539e+01  1.532419e+01
  y_rep[468]     1.507260e+01  0.251468452  1.474471e+01  1.497507e+01
  y_rep[469]     1.524000e+01  0.189885101  1.488616e+01  1.515143e+01
  y_rep[470]     1.568899e+01  0.205907832  1.528351e+01  1.560014e+01
  y_rep[471]     1.596182e+01  0.216084098  1.550557e+01  1.588393e+01
  y_rep[472]     1.561765e+01  0.201297128  1.521242e+01  1.553187e+01
  y_rep[473]     1.908545e+01  0.197705420  1.865501e+01  1.900681e+01
  y_rep[474]     2.214130e+01  0.201618076  2.177534e+01  2.204610e+01
  y_rep[475]     2.178948e+01  0.199031858  2.140289e+01  2.170015e+01
  y_rep[476]     2.182895e+01  0.200216279  2.143690e+01  2.173709e+01
  y_rep[477]     2.157326e+01  0.218600140  2.116822e+01  2.147948e+01
  y_rep[478]     2.060278e+01  0.193484955  2.019969e+01  2.051320e+01
  y_rep[479]     2.144448e+01  0.202675679  2.106025e+01  2.135664e+01
  y_rep[480]     2.124619e+01  0.217157475  2.084816e+01  2.115314e+01
  y_rep[481]     2.108257e+01  0.237637312  2.064694e+01  2.099676e+01
  y_rep[482]     2.101818e+01  0.203731752  2.064304e+01  2.093250e+01
  y_rep[483]     2.128044e+01  0.222976775  2.088188e+01  2.118694e+01
  y_rep[484]     2.132636e+01  0.213883741  2.096103e+01  2.123097e+01
  y_rep[485]     2.160058e+01  0.205734131  2.121234e+01  2.150372e+01
  y_rep[486]     2.179098e+01  0.190356124  2.136194e+01  2.170516e+01
  y_rep[487]     2.142028e+01  0.218709319  2.099319e+01  2.133049e+01
  y_rep[488]     2.239049e+01  0.206407059  2.198430e+01  2.229782e+01
  y_rep[489]     2.215513e+01  0.255439730  2.173602e+01  2.207428e+01
  y_rep[490]     2.145597e+01  0.235984839  2.106350e+01  2.137075e+01
  y_rep[491]     2.149801e+01  0.220103523  2.108081e+01  2.140553e+01
  y_rep[492]     2.119573e+01  0.213021362  2.075863e+01  2.110744e+01
  y_rep[493]     2.075594e+01  0.232421628  2.035626e+01  2.066642e+01
  y_rep[494]     2.114295e+01  0.205673153  2.074273e+01  2.104455e+01
  y_rep[495]     2.098007e+01  0.215387151  2.059383e+01  2.089158e+01
  y_rep[496]     1.907219e+01  0.226476885  1.868647e+01  1.897773e+01
  y_rep[497]     1.584633e+01  0.231904620  1.543150e+01  1.574961e+01
  y_rep[498]     1.643962e+01  0.200128899  1.602123e+01  1.633888e+01
  y_rep[499]     1.663795e+01  0.198523317  1.628576e+01  1.654935e+01
  y_rep[500]     1.570395e+01  0.217883307  1.532292e+01  1.561461e+01
  y_rep[501]     1.584885e+01  0.202335709  1.544738e+01  1.576200e+01
  y_rep[502]     1.543419e+01  0.202111911  1.504949e+01  1.534220e+01
  y_rep[503]     1.562826e+01  0.215350457  1.518699e+01  1.553789e+01
  y_rep[504]     1.565342e+01  0.210099130  1.520917e+01  1.556364e+01
  y_rep[505]     1.526471e+01  0.209478293  1.482277e+01  1.517492e+01
  y_rep[506]     1.495650e+01  0.203631345  1.458602e+01  1.485991e+01
  y_rep[507]     1.478517e+01  0.208479794  1.440879e+01  1.468943e+01
  y_rep[508]     1.419793e+01  0.215745777  1.379632e+01  1.410664e+01
  y_rep[509]     1.448873e+01  0.214974092  1.412632e+01  1.438995e+01
  y_rep[510]     1.414350e+01  0.210760012  1.374822e+01  1.404839e+01
  y_rep[511]     1.357427e+01  0.244290462  1.321242e+01  1.347811e+01
  y_rep[512]     1.370029e+01  0.200288585  1.330224e+01  1.361012e+01
  y_rep[513]     1.326889e+01  0.227512735  1.283902e+01  1.318250e+01
  y_rep[514]     1.284724e+01  0.219382191  1.247605e+01  1.275099e+01
  y_rep[515]     1.288507e+01  0.221782052  1.249863e+01  1.278681e+01
  y_rep[516]     1.319895e+01  0.203802954  1.281608e+01  1.311373e+01
  y_rep[517]     1.280881e+01  0.194893657  1.242771e+01  1.271586e+01
  y_rep[518]     1.302006e+01  0.208289987  1.262313e+01  1.293403e+01
  y_rep[519]     1.297934e+01  0.204037731  1.258074e+01  1.288927e+01
  y_rep[520]     1.238407e+01  0.202678381  1.199805e+01  1.229224e+01
  y_rep[521]     1.270193e+01  0.257559475  1.229869e+01  1.261065e+01
  y_rep[522]     1.256237e+01  0.215882988  1.214810e+01  1.247071e+01
  y_rep[523]     1.234456e+01  0.269151744  1.195195e+01  1.225771e+01
  y_rep[524]     1.218543e+01  0.254058454  1.175417e+01  1.209827e+01
  y_rep[525]     1.228912e+01  0.224958716  1.192418e+01  1.219862e+01
  y_rep[526]     1.179762e+01  0.201955206  1.141974e+01  1.170906e+01
  y_rep[527]     1.173382e+01  0.229327738  1.136604e+01  1.163992e+01
  y_rep[528]     1.224357e+01  0.233818822  1.180973e+01  1.215234e+01
  y_rep[529]     1.199739e+01  0.201297151  1.159409e+01  1.190808e+01
  y_rep[530]     1.228576e+01  0.212519829  1.188770e+01  1.220252e+01
  y_rep[531]     1.210803e+01  0.200294293  1.174351e+01  1.202148e+01
  y_rep[532]     1.145168e+01  0.183995862  1.106786e+01  1.136144e+01
  y_rep[533]     1.171390e+01  0.192193778  1.134028e+01  1.162491e+01
  y_rep[534]     1.188269e+01  0.200586956  1.151577e+01  1.179735e+01
  y_rep[535]     1.167328e+01  0.235873700  1.127966e+01  1.158259e+01
  y_rep[536]     1.266089e+01  0.203947847  1.229732e+01  1.256389e+01
  y_rep[537]     1.225839e+01  0.263053511  1.187308e+01  1.216462e+01
  y_rep[538]     1.183999e+01  0.216372692  1.148132e+01  1.174140e+01
  y_rep[539]     1.186415e+01  0.220892927  1.147315e+01  1.177692e+01
  y_rep[540]     1.156080e+01  0.206364016  1.120435e+01  1.146802e+01
  y_rep[541]     1.149289e+01  0.219733981  1.103120e+01  1.140261e+01
  y_rep[542]     1.158403e+01  0.201381013  1.120808e+01  1.149570e+01
  y_rep[543]     1.134011e+01  0.187997738  1.099083e+01  1.124997e+01
  y_rep[544]     1.113239e+01  0.212196293  1.072515e+01  1.104773e+01
  y_rep[545]     1.170323e+01  0.201284386  1.131050e+01  1.161303e+01
  y_rep[546]     1.131825e+01  0.192845463  1.093700e+01  1.122715e+01
  y_rep[547]     1.137784e+01  0.220852301  1.100680e+01  1.128511e+01
  y_rep[548]     1.129649e+01  0.380755414  1.085188e+01  1.120493e+01
  y_rep[549]     1.162092e+01  0.246754080  1.120202e+01  1.152296e+01
  y_rep[550]     1.154563e+01  0.214036716  1.113311e+01  1.145502e+01
  y_rep[551]     1.125727e+01  0.234431921  1.087543e+01  1.116426e+01
  y_rep[552]     1.098885e+01  0.335110460  1.058092e+01  1.090614e+01
  y_rep[553]     1.084942e+01  0.184715084  1.048557e+01  1.076064e+01
  y_rep[554]     1.103403e+01  0.193596612  1.061027e+01  1.094643e+01
  y_rep[555]     1.098166e+01  0.249059402  1.058439e+01  1.088499e+01
  y_rep[556]     1.043172e+01  0.289791846  1.004450e+01  1.033938e+01
  y_rep[557]     1.024285e+01  0.286050120  9.829073e+00  1.015294e+01
  y_rep[558]     1.032493e+01  0.215011164  9.907247e+00  1.024334e+01
  y_rep[559]     1.006287e+01  0.206294199  9.701527e+00  9.973658e+00
  y_rep[560]     1.325462e+01  0.220906125  1.287682e+01  1.316287e+01
  y_rep[561]     1.279764e+01  0.204899116  1.239284e+01  1.271601e+01
  y_rep[562]     1.264743e+01  0.313084495  1.224286e+01  1.255963e+01
  y_rep[563]     1.300106e+01  0.216838707  1.260467e+01  1.290951e+01
  y_rep[564]     1.346337e+01  0.220212765  1.300721e+01  1.337631e+01
  y_rep[565]     1.296438e+01  0.280158174  1.254396e+01  1.287781e+01
  y_rep[566]     1.318706e+01  0.246447138  1.272426e+01  1.310616e+01
  y_rep[567]     1.291424e+01  0.202905786  1.251794e+01  1.282605e+01
  y_rep[568]     1.251830e+01  0.196861787  1.213220e+01  1.242505e+01
  y_rep[569]     1.286021e+01  0.242300028  1.242051e+01  1.277053e+01
  y_rep[570]     1.271849e+01  0.251466723  1.230422e+01  1.262464e+01
  y_rep[571]     1.267943e+01  0.228469713  1.227307e+01  1.259073e+01
  y_rep[572]     1.230881e+01  0.198075252  1.189158e+01  1.222932e+01
  y_rep[573]     1.236376e+01  0.213156425  1.196118e+01  1.227112e+01
  y_rep[574]     1.210386e+01  0.189050170  1.168610e+01  1.201475e+01
  y_rep[575]     1.232415e+01  0.215912332  1.193717e+01  1.223599e+01
  y_rep[576]     1.205791e+01  0.221819441  1.165393e+01  1.197062e+01
  y_rep[577]     1.197697e+01  0.221315096  1.161610e+01  1.188571e+01
  y_rep[578]     1.234116e+01  0.225152980  1.193340e+01  1.225633e+01
  y_rep[579]     1.234794e+01  0.218480106  1.196833e+01  1.225060e+01
  y_rep[580]     1.203630e+01  0.201536731  1.166716e+01  1.195100e+01
  y_rep[581]     1.213527e+01  0.197036312  1.175092e+01  1.203994e+01
  y_rep[582]     1.217232e+01  0.214817584  1.180524e+01  1.208758e+01
  y_rep[583]     1.102062e+01  0.219161643  1.064031e+01  1.092884e+01
  y_rep[584]     1.105997e+01  0.201880353  1.066210e+01  1.097555e+01
  y_rep[585]     1.084586e+01  0.190201130  1.045795e+01  1.076029e+01
  y_rep[586]     1.047141e+01  0.216501257  1.005018e+01  1.038206e+01
  y_rep[587]     1.060498e+01  0.214519141  1.021623e+01  1.051042e+01
  y_rep[588]     1.123589e+01  0.197928233  1.086181e+01  1.114498e+01
  y_rep[589]     1.127378e+01  0.308804678  1.090338e+01  1.117967e+01
  y_rep[590]     1.154321e+01  0.192720344  1.117078e+01  1.144763e+01
  y_rep[591]     1.159931e+01  0.205938778  1.119153e+01  1.151265e+01
  y_rep[592]     1.769533e+01  0.248766619  1.718805e+01  1.756055e+01
  y_rep[593]     1.865576e+01  0.225651179  1.821539e+01  1.857231e+01
  y_rep[594]     1.919896e+01  0.196577944  1.880361e+01  1.910296e+01
  y_rep[595]     1.858335e+01  0.207221446  1.820338e+01  1.849021e+01
  y_rep[596]     1.907694e+01  0.222764800  1.867896e+01  1.898639e+01
  y_rep[597]     1.943097e+01  0.238312692  1.906155e+01  1.933984e+01
  y_rep[598]     1.929137e+01  0.202743899  1.890254e+01  1.920138e+01
  y_rep[599]     1.959834e+01  0.190465624  1.924817e+01  1.950361e+01
  y_rep[600]     1.939017e+01  0.208439506  1.904093e+01  1.929086e+01
  y_rep[601]     1.947623e+01  0.200196175  1.911677e+01  1.938626e+01
  y_rep[602]     1.958453e+01  0.215055665  1.919499e+01  1.949803e+01
  y_rep[603]     2.043640e+01  0.200967216  2.002073e+01  2.034453e+01
  y_rep[604]     2.019990e+01  0.214789897  1.982389e+01  2.010305e+01
  y_rep[605]     2.001139e+01  0.204044259  1.964687e+01  1.991598e+01
  y_rep[606]     2.035751e+01  0.213800277  1.990019e+01  2.027600e+01
  y_rep[607]     2.040332e+01  0.262929700  1.998571e+01  2.031019e+01
  y_rep[608]     2.044008e+01  0.217459421  2.008323e+01  2.034240e+01
  y_rep[609]     2.072015e+01  0.207062843  2.034619e+01  2.062805e+01
  y_rep[610]     2.038426e+01  0.197562218  1.997913e+01  2.029706e+01
  y_rep[611]     2.072569e+01  0.190748065  2.037140e+01  2.063302e+01
  y_rep[612]     2.042135e+01  0.193647945  2.000081e+01  2.033286e+01
  y_rep[613]     2.009960e+01  0.206332061  1.967512e+01  2.000905e+01
  y_rep[614]     1.824406e+01  0.226026348  1.784110e+01  1.814986e+01
  y_rep[615]     1.640639e+01  0.217326356  1.602773e+01  1.631472e+01
  y_rep[616]     1.541867e+01  0.220618535  1.497359e+01  1.533113e+01
  y_rep[617]     1.567354e+01  0.199271979  1.528305e+01  1.558571e+01
  y_rep[618]     1.521444e+01  0.192710703  1.484856e+01  1.511243e+01
  y_rep[619]     1.465520e+01  0.222480072  1.425157e+01  1.456863e+01
  y_rep[620]     1.465331e+01  0.251680695  1.418130e+01  1.454982e+01
  y_rep[621]     1.473659e+01  0.231968072  1.429071e+01  1.465433e+01
  y_rep[622]     1.524909e+01  0.358240247  1.483644e+01  1.516588e+01
  y_rep[623]     1.541129e+01  0.207188302  1.502001e+01  1.533035e+01
  y_rep[624]     1.513567e+01  0.216030964  1.475494e+01  1.503982e+01
  y_rep[625]     1.509056e+01  0.198460417  1.467935e+01  1.500486e+01
  y_rep[626]     1.453219e+01  0.203574425  1.415775e+01  1.444254e+01
  y_rep[627]     1.439189e+01  0.195216729  1.401394e+01  1.430841e+01
  y_rep[628]     1.410254e+01  0.344923244  1.370080e+01  1.400101e+01
  y_rep[629]     1.380394e+01  0.196015638  1.342677e+01  1.371395e+01
  y_rep[630]     1.377902e+01  0.238505303  1.343197e+01  1.367606e+01
  y_rep[631]     1.335309e+01  0.207249597  1.295302e+01  1.326109e+01
  y_rep[632]     1.339293e+01  0.265563629  1.301825e+01  1.330367e+01
  y_rep[633]     1.343150e+01  0.218484294  1.302293e+01  1.334593e+01
  y_rep[634]     1.323790e+01  0.190183319  1.286307e+01  1.315104e+01
  y_rep[635]     1.276249e+01  0.248017575  1.238047e+01  1.267590e+01
  y_rep[636]     1.268236e+01  0.232743841  1.226091e+01  1.260372e+01
  y_rep[637]     1.225823e+01  0.236242921  1.189373e+01  1.216641e+01
  y_rep[638]     1.275798e+01  0.211639766  1.238135e+01  1.265658e+01
  y_rep[639]     1.298121e+01  0.186620863  1.261431e+01  1.288587e+01
  y_rep[640]     1.278719e+01  0.213041675  1.244297e+01  1.270398e+01
  y_rep[641]     1.257400e+01  0.212199548  1.218621e+01  1.248745e+01
  y_rep[642]     1.280695e+01  0.214549696  1.244726e+01  1.271871e+01
  y_rep[643]     1.250817e+01  0.219762636  1.210891e+01  1.242240e+01
  y_rep[644]     1.233445e+01  0.193703016  1.195707e+01  1.225234e+01
  y_rep[645]     1.234090e+01  0.233809198  1.195214e+01  1.224232e+01
  y_rep[646]     1.193733e+01  0.222001087  1.153840e+01  1.184789e+01
  y_rep[647]     1.194975e+01  0.215654895  1.153677e+01  1.185757e+01
  y_rep[648]     1.204019e+01  0.236812648  1.158825e+01  1.195585e+01
  y_rep[649]     1.237927e+01  0.224836391  1.200262e+01  1.229426e+01
  y_rep[650]     1.242720e+01  0.193514982  1.206168e+01  1.233674e+01
  y_rep[651]     1.253501e+01  0.243952807  1.211759e+01  1.243577e+01
  y_rep[652]     1.246564e+01  0.379259038  1.208729e+01  1.236995e+01
  y_rep[653]     1.247656e+01  0.206647739  1.208509e+01  1.238763e+01
  y_rep[654]     1.251300e+01  0.362944377  1.213741e+01  1.241229e+01
  y_rep[655]     1.253531e+01  0.232100144  1.215492e+01  1.243864e+01
  y_rep[656]     1.249102e+01  0.234143861  1.212846e+01  1.240191e+01
  y_rep[657]     1.251632e+01  0.235813411  1.209358e+01  1.242553e+01
  y_rep[658]     1.252995e+01  0.241873462  1.212320e+01  1.244086e+01
  y_rep[659]     1.256656e+01  0.241918672  1.214699e+01  1.247477e+01
  y_rep[660]     1.235298e+01  0.217041178  1.190651e+01  1.226700e+01
  y_rep[661]     1.200088e+01  0.212606708  1.161443e+01  1.191261e+01
  y_rep[662]     1.212494e+01  0.239587234  1.170070e+01  1.203566e+01
  y_rep[663]     1.211678e+01  0.189416327  1.173833e+01  1.202382e+01
  y_rep[664]     1.243658e+01  0.219386351  1.205051e+01  1.233840e+01
  y_rep[665]     1.273292e+01  0.318724311  1.236815e+01  1.263901e+01
  y_rep[666]     1.220966e+01  0.222246670  1.182701e+01  1.211653e+01
  y_rep[667]     1.242444e+01  0.232888155  1.202649e+01  1.233330e+01
  y_rep[668]     1.205858e+01  0.206039867  1.170671e+01  1.195780e+01
  y_rep[669]     1.187810e+01  0.202716494  1.149960e+01  1.179211e+01
  y_rep[670]     1.208505e+01  0.264227095  1.167005e+01  1.198471e+01
  y_rep[671]     1.237956e+01  0.227705033  1.199450e+01  1.228612e+01
  y_rep[672]     1.213880e+01  0.247714120  1.172959e+01  1.204974e+01
  y_rep[673]     1.186362e+01  0.195511481  1.146616e+01  1.177386e+01
  y_rep[674]     1.191782e+01  0.196096547  1.155720e+01  1.182981e+01
  y_rep[675]     1.177478e+01  0.189006076  1.140616e+01  1.168618e+01
  y_rep[676]     1.191324e+01  0.182786768  1.157823e+01  1.182413e+01
  y_rep[677]     1.206976e+01  0.201771249  1.170467e+01  1.198329e+01
  y_rep[678]     1.153210e+01  0.228093699  1.113684e+01  1.143840e+01
  y_rep[679]     1.151072e+01  0.248046791  1.114821e+01  1.141902e+01
  y_rep[680]     1.111223e+01  0.225385394  1.072808e+01  1.101678e+01
  y_rep[681]     1.090462e+01  0.203528905  1.052512e+01  1.080959e+01
  y_rep[682]     1.124101e+01  0.245993366  1.084761e+01  1.115077e+01
  y_rep[683]     1.151564e+01  0.246167483  1.108043e+01  1.141999e+01
  y_rep[684]     1.125645e+01  0.208654255  1.084220e+01  1.116788e+01
  y_rep[685]     1.103790e+01  0.218756716  1.063301e+01  1.093981e+01
  y_rep[686]     1.088620e+01  0.233972360  1.047890e+01  1.078472e+01
  y_rep[687]     1.060525e+01  0.240750801  1.016730e+01  1.051769e+01
  y_rep[688]     1.096297e+01  0.199345637  1.056682e+01  1.086618e+01
  y_rep[689]     1.076920e+01  0.205793250  1.041003e+01  1.068340e+01
  y_rep[690]     1.089941e+01  0.217952140  1.048954e+01  1.081749e+01
  y_rep[691]     1.089868e+01  0.210125942  1.047871e+01  1.080512e+01
  y_rep[692]     1.101175e+01  0.245534727  1.065653e+01  1.091387e+01
  y_rep[693]     1.068378e+01  0.219754871  1.031606e+01  1.059187e+01
  y_rep[694]     1.066635e+01  0.207303476  1.026905e+01  1.057316e+01
  y_rep[695]     1.060205e+01  0.215346470  1.026590e+01  1.050827e+01
  y_rep[696]     1.046305e+01  0.231475074  1.002452e+01  1.036901e+01
  y_rep[697]     1.031564e+01  0.210551780  9.864400e+00  1.023764e+01
  y_rep[698]     1.015615e+01  0.301600133  9.761597e+00  1.006700e+01
  y_rep[699]     1.043795e+01  0.244894084  1.000358e+01  1.034725e+01
  y_rep[700]     1.113300e+01  0.219295393  1.070519e+01  1.104376e+01
  y_rep[701]     1.102230e+01  0.191201238  1.062098e+01  1.093864e+01
  y_rep[702]     1.086691e+01  0.213449211  1.049135e+01  1.077196e+01
  y_rep[703]     1.093852e+01  0.219944373  1.055101e+01  1.084672e+01
  y_rep[704]     1.087467e+01  0.223526614  1.047835e+01  1.078495e+01
  y_rep[705]     1.085573e+01  0.185966856  1.050722e+01  1.076662e+01
  y_rep[706]     1.075656e+01  0.195351861  1.038354e+01  1.066459e+01
  y_rep[707]     1.098295e+01  0.203975554  1.061841e+01  1.088891e+01
  y_rep[708]     1.090417e+01  0.210467596  1.052594e+01  1.081869e+01
  y_rep[709]     1.073911e+01  0.216984545  1.036827e+01  1.064773e+01
  y_rep[710]     1.075521e+01  0.277621892  1.031990e+01  1.066968e+01
  y_rep[711]     1.060102e+01  0.214734586  1.018125e+01  1.050326e+01
  y_rep[712]     1.045631e+01  0.228636071  1.005390e+01  1.037322e+01
  y_rep[713]     1.025498e+01  0.261699803  9.838360e+00  1.015721e+01
  y_rep[714]     1.012860e+01  0.207937170  9.732565e+00  1.003879e+01
  y_rep[715]     1.001607e+01  0.217967011  9.577287e+00  9.925927e+00
  y_rep[716]     1.010819e+01  0.196527466  9.743328e+00  1.000930e+01
  y_rep[717]     9.790422e+00  0.221736042  9.377731e+00  9.704472e+00
  y_rep[718]     9.674564e+00  0.213772383  9.316523e+00  9.586053e+00
  y_rep[719]     1.005841e+01  0.221728976  9.668754e+00  9.955856e+00
  y_rep[720]     1.010175e+01  0.284970570  9.725477e+00  1.000317e+01
  y_rep[721]     1.047249e+01  0.210431768  1.007928e+01  1.038585e+01
  y_rep[722]     9.761474e+00  0.254425278  9.346854e+00  9.666440e+00
  y_rep[723]     1.015969e+01  0.206641750  9.786752e+00  1.006236e+01
  y_rep[724]     1.047029e+01  0.218033484  1.008877e+01  1.037692e+01
  y_rep[725]     1.055587e+01  0.197582492  1.017243e+01  1.046452e+01
  y_rep[726]     1.065641e+01  0.207332182  1.023354e+01  1.055943e+01
  y_rep[727]     1.035013e+01  0.210984404  9.936928e+00  1.025786e+01
  y_rep[728]     1.042984e+01  0.310528082  1.006605e+01  1.033876e+01
  y_rep[729]     1.043126e+01  0.243971516  1.003926e+01  1.034272e+01
  y_rep[730]     1.062204e+01  0.206958076  1.028446e+01  1.053357e+01
  y_rep[731]     1.061376e+01  0.214157540  1.023376e+01  1.051698e+01
  y_rep[732]     1.065497e+01  0.219810947  1.026829e+01  1.056380e+01
  y_rep[733]     1.050608e+01  0.230881313  1.008826e+01  1.041075e+01
  y_rep[734]     1.130717e+01  0.208175741  1.091789e+01  1.121334e+01
  y_rep[735]     1.161669e+01  0.185617342  1.123547e+01  1.152989e+01
  y_rep[736]     1.134513e+01  0.414260636  1.095108e+01  1.123782e+01
  y_rep[737]     1.138228e+01  0.224248441  1.098594e+01  1.128567e+01
  y_rep[738]     1.148200e+01  0.235258487  1.108184e+01  1.138691e+01
  y_rep[739]     1.139218e+01  0.211405139  1.102610e+01  1.129591e+01
  y_rep[740]     1.172794e+01  0.199953922  1.131463e+01  1.163786e+01
  y_rep[741]     1.160260e+01  0.268949404  1.119780e+01  1.152368e+01
  y_rep[742]     1.174345e+01  0.210186230  1.133861e+01  1.164792e+01
  y_rep[743]     1.176840e+01  0.202589803  1.139045e+01  1.168258e+01
  y_rep[744]     1.156723e+01  0.227378822  1.120281e+01  1.147729e+01
  y_rep[745]     1.165086e+01  0.208760943  1.127508e+01  1.156013e+01
  y_rep[746]     1.135028e+01  0.250526599  1.096369e+01  1.125791e+01
  y_rep[747]     1.093652e+01  0.212453881  1.054111e+01  1.084293e+01
  y_rep[748]     1.106363e+01  0.215078881  1.068438e+01  1.097216e+01
  y_rep[749]     1.120404e+01  0.236263393  1.078040e+01  1.111760e+01
  y_rep[750]     1.125801e+01  0.204252683  1.086260e+01  1.116717e+01
  y_rep[751]     1.085141e+01  0.224055902  1.046901e+01  1.075537e+01
  y_rep[752]     1.076257e+01  0.203141317  1.041507e+01  1.067911e+01
  y_rep[753]     1.099364e+01  0.235505083  1.060084e+01  1.089793e+01
  y_rep[754]     1.128519e+01  0.213295450  1.091327e+01  1.119202e+01
  y_rep[755]     1.155636e+01  0.190184498  1.123393e+01  1.146807e+01
  y_rep[756]     1.121927e+01  0.215474005  1.086084e+01  1.113060e+01
  y_rep[757]     1.061101e+01  0.202431066  1.018911e+01  1.052610e+01
  y_rep[758]     1.050058e+01  0.231914311  1.012965e+01  1.039974e+01
  y_rep[759]     1.071743e+01  0.220859460  1.031391e+01  1.063039e+01
  y_rep[760]     1.044291e+01  0.203047707  1.009624e+01  1.035029e+01
  y_rep[761]     1.057087e+01  0.202913009  1.021008e+01  1.047837e+01
  y_rep[762]     1.097437e+01  0.258750486  1.055975e+01  1.089179e+01
  y_rep[763]     1.049717e+01  0.229061629  1.009212e+01  1.041368e+01
  y_rep[764]     1.044728e+01  0.255636617  1.007228e+01  1.035443e+01
  y_rep[765]     1.020739e+01  0.194878756  9.809285e+00  1.011874e+01
  y_rep[766]     1.031586e+01  0.201370663  9.929875e+00  1.022492e+01
  y_rep[767]     1.013101e+01  0.295443912  9.723934e+00  1.003052e+01
  y_rep[768]     1.031267e+01  0.304271550  9.941576e+00  1.021223e+01
  y_rep[769]     1.026291e+01  0.214097366  9.854128e+00  1.017647e+01
  y_rep[770]     1.009150e+01  0.203017102  9.692781e+00  1.000429e+01
  y_rep[771]     1.026353e+01  0.190728961  9.922533e+00  1.017069e+01
  y_rep[772]     1.021502e+01  0.196966626  9.811016e+00  1.012312e+01
  y_rep[773]     1.021331e+01  0.224590569  9.811414e+00  1.012773e+01
  y_rep[774]     1.080785e+01  0.221556767  1.040379e+01  1.072334e+01
  y_rep[775]     1.061552e+01  0.219151809  1.019779e+01  1.052515e+01
  y_rep[776]     1.029034e+01  0.181594244  9.908706e+00  1.021094e+01
  y_rep[777]     1.016660e+01  0.223435342  9.748210e+00  1.008445e+01
  y_rep[778]     9.874214e+00  0.217105247  9.488332e+00  9.789184e+00
  y_rep[779]     1.038101e+01  0.196600537  9.994343e+00  1.028855e+01
  y_rep[780]     1.028619e+01  0.197522584  9.914785e+00  1.019918e+01
  y_rep[781]     1.000625e+01  0.194676670  9.631402e+00  9.911453e+00
  y_rep[782]     1.014071e+01  0.211747755  9.761884e+00  1.005151e+01
  y_rep[783]     9.916547e+00  0.198398786  9.535371e+00  9.830498e+00
  y_rep[784]     9.898027e+00  0.216807926  9.468423e+00  9.803902e+00
  y_rep[785]     9.651696e+00  0.220164920  9.252978e+00  9.563034e+00
  y_rep[786]     9.612780e+00  0.196962781  9.208066e+00  9.518187e+00
  y_rep[787]     9.560577e+00  0.203872945  9.184125e+00  9.471902e+00
  y_rep[788]     1.000660e+01  0.208098340  9.615358e+00  9.912313e+00
  y_rep[789]     1.047522e+01  0.355518471  1.009902e+01  1.039077e+01
  y_rep[790]     1.030151e+01  0.248334543  9.938139e+00  1.020677e+01
  y_rep[791]     1.003979e+01  0.196816686  9.633057e+00  9.954027e+00
  y_rep[792]     1.011041e+01  0.310198753  9.689340e+00  1.001550e+01
  y_rep[793]     1.001830e+01  0.203101891  9.608691e+00  9.925149e+00
  y_rep[794]     1.060122e+01  0.218899049  1.022009e+01  1.050400e+01
  y_rep[795]     1.045531e+01  0.239125462  1.004247e+01  1.037229e+01
  y_rep[796]     1.017574e+01  0.234560290  9.798133e+00  1.007927e+01
  y_rep[797]     1.002815e+01  0.218950291  9.584835e+00  9.941642e+00
  y_rep[798]     1.033863e+01  0.231980404  9.940090e+00  1.025271e+01
  y_rep[799]     1.045668e+01  0.218205640  1.005261e+01  1.035973e+01
  y_rep[800]     1.033462e+01  0.222697318  9.975668e+00  1.024624e+01
  y_rep[801]     1.035299e+01  0.232438555  9.970318e+00  1.025931e+01
  y_rep[802]     9.888329e+00  0.213567784  9.499998e+00  9.790873e+00
  y_rep[803]     9.939790e+00  0.217627869  9.513283e+00  9.843840e+00
  y_rep[804]     1.036828e+01  0.192493314  1.001364e+01  1.027556e+01
  y_rep[805]     1.020086e+01  0.201999750  9.786649e+00  1.011848e+01
  y_rep[806]     1.025140e+01  0.220713903  9.875701e+00  1.016320e+01
  y_rep[807]     1.032255e+01  0.188550919  9.964837e+00  1.023074e+01
  y_rep[808]     1.025046e+01  0.203450027  9.833802e+00  1.016873e+01
  y_rep[809]     1.021433e+01  0.259255619  9.824877e+00  1.012297e+01
  y_rep[810]     1.061283e+01  0.632530332  1.021034e+01  1.049955e+01
  y_rep[811]     1.001536e+01  0.232853319  9.625534e+00  9.927450e+00
  y_rep[812]     9.547807e+00  0.209940053  9.157963e+00  9.458146e+00
  y_rep[813]     9.821137e+00  0.213068998  9.430212e+00  9.728207e+00
  y_rep[814]     1.014216e+01  0.214276406  9.717584e+00  1.005156e+01
  y_rep[815]     9.862807e+00  0.207305208  9.478235e+00  9.772414e+00
  y_rep[816]     1.012414e+01  0.219293449  9.737033e+00  1.003668e+01
  y_rep[817]     9.660381e+00  0.192415174  9.292245e+00  9.570506e+00
  y_rep[818]     9.600824e+00  0.200745006  9.196838e+00  9.517989e+00
  y_rep[819]     9.636033e+00  0.232640414  9.276680e+00  9.545696e+00
  y_rep[820]     9.477742e+00  0.259985420  9.088809e+00  9.379847e+00
  y_rep[821]     9.411735e+00  0.233748423  9.068616e+00  9.321150e+00
  y_rep[822]     9.671314e+00  0.251024503  9.306958e+00  9.587876e+00
  y_rep[823]     9.616846e+00  0.204982625  9.249561e+00  9.519922e+00
  y_rep[824]     9.477487e+00  0.205776376  9.086863e+00  9.377042e+00
  y_rep[825]     9.252775e+00  0.229210884  8.845976e+00  9.158449e+00
  y_rep[826]     9.719946e+00  0.369931093  9.337133e+00  9.637724e+00
  y_rep[827]     9.788428e+00  0.194955817  9.414434e+00  9.697436e+00
  y_rep[828]     9.524055e+00  0.221377813  9.101916e+00  9.430568e+00
  y_rep[829]     9.488013e+00  0.243700402  9.082094e+00  9.404772e+00
  y_rep[830]     9.670840e+00  0.216279860  9.251581e+00  9.587823e+00
  y_rep[831]     9.656417e+00  0.252845886  9.260450e+00  9.564457e+00
  y_rep[832]     9.885215e+00  0.227256793  9.511171e+00  9.792420e+00
  y_rep[833]     9.844277e+00  0.196301619  9.440623e+00  9.756115e+00
  y_rep[834]     9.996866e+00  0.201609426  9.615733e+00  9.907155e+00
  y_rep[835]     1.009918e+01  0.199869230  9.734160e+00  1.000822e+01
  y_rep[836]     1.012331e+01  0.236086405  9.740157e+00  1.003205e+01
  y_rep[837]     1.017351e+01  0.205721199  9.766535e+00  1.007416e+01
  y_rep[838]     1.005715e+01  0.226331075  9.641948e+00  9.967321e+00
  y_rep[839]     9.847824e+00  0.209114662  9.475830e+00  9.755924e+00
  y_rep[840]     9.825040e+00  0.211742748  9.414273e+00  9.740190e+00
  y_rep[841]     1.011914e+01  0.196111323  9.783490e+00  1.002744e+01
  y_rep[842]     1.154967e+01  0.221688865  1.114499e+01  1.146107e+01
  y_rep[843]     1.121553e+01  0.213440147  1.078230e+01  1.113072e+01
  y_rep[844]     1.143015e+01  0.208763134  1.104617e+01  1.134239e+01
  y_rep[845]     1.133827e+01  0.206737375  1.095890e+01  1.124681e+01
  y_rep[846]     1.157045e+01  0.245649677  1.121716e+01  1.147902e+01
  y_rep[847]     1.192401e+01  0.261691417  1.152557e+01  1.183849e+01
  y_rep[848]     1.193194e+01  0.204511753  1.155574e+01  1.184199e+01
  y_rep[849]     1.173197e+01  0.226793450  1.129133e+01  1.164421e+01
  y_rep[850]     1.191965e+01  0.192492063  1.156330e+01  1.182664e+01
  y_rep[851]     1.199982e+01  0.229947317  1.156525e+01  1.190692e+01
  y_rep[852]     1.212263e+01  0.200816498  1.175660e+01  1.204139e+01
  y_rep[853]     1.200809e+01  0.204663555  1.163213e+01  1.191581e+01
  y_rep[854]     1.211664e+01  0.201449420  1.174136e+01  1.202242e+01
  y_rep[855]     1.201588e+01  0.206321030  1.163444e+01  1.192152e+01
  y_rep[856]     1.204713e+01  0.217174605  1.161168e+01  1.196332e+01
  y_rep[857]     1.202182e+01  0.239862667  1.158071e+01  1.193378e+01
  y_rep[858]     1.252328e+01  0.211538031  1.213129e+01  1.242534e+01
  y_rep[859]     1.199054e+01  0.203619053  1.161013e+01  1.189885e+01
  y_rep[860]     1.203638e+01  0.201026398  1.161439e+01  1.195274e+01
  y_rep[861]     1.200813e+01  0.203486847  1.160831e+01  1.191881e+01
  y_rep[862]     1.226102e+01  0.218795790  1.184706e+01  1.216748e+01
  y_rep[863]     1.230052e+01  0.222377425  1.191423e+01  1.220413e+01
  y_rep[864]     1.219201e+01  0.203224345  1.176397e+01  1.210852e+01
  y_rep[865]     1.160264e+01  0.238629706  1.121232e+01  1.151910e+01
  y_rep[866]     1.188942e+01  0.213820061  1.147284e+01  1.180728e+01
  y_rep[867]     1.215823e+01  0.280288869  1.176781e+01  1.206766e+01
  y_rep[868]     1.209572e+01  0.253991620  1.167653e+01  1.200700e+01
  y_rep[869]     1.173427e+01  0.234510431  1.135190e+01  1.164044e+01
  y_rep[870]     1.181463e+01  0.197928527  1.147325e+01  1.172839e+01
  y_rep[871]     1.259284e+01  0.219694113  1.222480e+01  1.249806e+01
  y_rep[872]     1.261124e+01  0.203644717  1.224424e+01  1.251979e+01
  y_rep[873]     1.256661e+01  0.198155708  1.215365e+01  1.247609e+01
  y_rep[874]     1.272916e+01  0.215068858  1.235726e+01  1.264258e+01
  y_rep[875]     1.249375e+01  0.192001740  1.212106e+01  1.240379e+01
  y_rep[876]     1.244986e+01  0.194244625  1.204070e+01  1.236124e+01
  y_rep[877]     1.234608e+01  0.206630581  1.196922e+01  1.225623e+01
  y_rep[878]     1.238458e+01  0.205981696  1.199490e+01  1.229128e+01
  y_rep[879]     1.236534e+01  0.232128457  1.197562e+01  1.227180e+01
  y_rep[880]     1.216903e+01  0.204320159  1.179926e+01  1.207461e+01
  y_rep[881]     1.187858e+01  0.223477494  1.150642e+01  1.179002e+01
  y_rep[882]     1.200144e+01  0.214557345  1.163885e+01  1.191053e+01
  y_rep[883]     1.183350e+01  0.270466505  1.146052e+01  1.175000e+01
  y_rep[884]     1.185512e+01  0.206116020  1.144313e+01  1.177015e+01
  y_rep[885]     1.181519e+01  0.196052198  1.142807e+01  1.172796e+01
  y_rep[886]     1.189753e+01  0.257531635  1.151137e+01  1.180904e+01
  y_rep[887]     1.175519e+01  0.206533380  1.138159e+01  1.166901e+01
  y_rep[888]     1.200497e+01  0.221737582  1.156402e+01  1.192172e+01
  y_rep[889]     1.171739e+01  0.214327097  1.133820e+01  1.163358e+01
  y_rep[890]     1.144423e+01  0.194706466  1.102419e+01  1.135661e+01
  y_rep[891]     1.150792e+01  0.203595455  1.109857e+01  1.141837e+01
  y_rep[892]     1.128229e+01  0.217061103  1.090216e+01  1.119116e+01
  y_rep[893]     1.100568e+01  0.232401793  1.064309e+01  1.091198e+01
  y_rep[894]     1.041098e+01  0.203312692  1.004981e+01  1.032395e+01
  y_rep[895]     1.010452e+01  0.221573098  9.686085e+00  1.001513e+01
  y_rep[896]     9.891235e+00  0.207129095  9.493433e+00  9.803108e+00
  y_rep[897]     9.929964e+00  0.193772776  9.579023e+00  9.839554e+00
  y_rep[898]     9.641198e+00  0.238016396  9.270665e+00  9.548047e+00
  y_rep[899]     9.793745e+00  0.211557442  9.419196e+00  9.698722e+00
  y_rep[900]     9.752513e+00  0.211489637  9.384402e+00  9.654680e+00
  y_rep[901]     9.651209e+00  0.216576454  9.259085e+00  9.557910e+00
  y_rep[902]     9.717596e+00  0.208688230  9.369889e+00  9.633881e+00
  y_rep[903]     9.854866e+00  0.199760832  9.448286e+00  9.764055e+00
  y_rep[904]     9.831170e+00  0.199616006  9.442647e+00  9.735831e+00
  y_rep[905]     9.705584e+00  0.230679648  9.322240e+00  9.624769e+00
  y_rep[906]     1.000286e+01  0.220083553  9.649367e+00  9.907277e+00
  y_rep[907]     9.612024e+00  0.216826759  9.163073e+00  9.529159e+00
  y_rep[908]     9.573668e+00  0.213379426  9.169842e+00  9.486901e+00
  y_rep[909]     9.333758e+00  0.209904795  8.889380e+00  9.242808e+00
  y_rep[910]     9.352408e+00  0.203865640  8.968268e+00  9.256177e+00
  y_rep[911]     9.309851e+00  0.225364955  8.928353e+00  9.222922e+00
  y_rep[912]     9.775455e+00  0.300184453  9.405478e+00  9.681453e+00
  y_rep[913]     9.543100e+00  0.231822317  9.160186e+00  9.456324e+00
  y_rep[914]     9.246862e+00  0.291448515  8.858261e+00  9.162973e+00
  y_rep[915]     9.706474e+00  0.227122193  9.314659e+00  9.615194e+00
  y_rep[916]     9.566288e+00  0.251426273  9.214926e+00  9.464164e+00
  y_rep[917]     9.506536e+00  0.218833826  9.127755e+00  9.414662e+00
  y_rep[918]     9.377272e+00  0.203162463  9.004792e+00  9.281847e+00
  y_rep[919]     9.380086e+00  0.203431559  8.993748e+00  9.278799e+00
  y_rep[920]     9.027757e+00  0.198408031  8.563249e+00  8.942572e+00
  y_rep[921]     9.191478e+00  0.218172390  8.785711e+00  9.094069e+00
  y_rep[922]     8.989391e+00  0.200716347  8.596685e+00  8.898690e+00
  y_rep[923]     9.007718e+00  0.215345491  8.595235e+00  8.920865e+00
  y_rep[924]     9.283712e+00  0.230653811  8.893684e+00  9.189727e+00
  y_rep[925]     9.272324e+00  0.200516400  8.880854e+00  9.181754e+00
  y_rep[926]     9.228399e+00  0.244710763  8.799047e+00  9.136292e+00
  y_rep[927]     9.270649e+00  0.214588321  8.848849e+00  9.182340e+00
  y_rep[928]     9.559186e+00  0.221818893  9.170633e+00  9.461783e+00
  y_rep[929]     9.295338e+00  0.239376117  8.905418e+00  9.205155e+00
  y_rep[930]     9.863216e+00  0.195716007  9.519500e+00  9.768664e+00
  y_rep[931]     9.899483e+00  0.196410641  9.501234e+00  9.805880e+00
  y_rep[932]     9.761782e+00  0.216392825  9.350881e+00  9.668726e+00
  y_rep[933]     9.572251e+00  0.203441052  9.179237e+00  9.482070e+00
  y_rep[934]     9.430912e+00  0.221480715  9.042821e+00  9.333399e+00
  y_rep[935]     9.424991e+00  0.202206290  9.083532e+00  9.330782e+00
  y_rep[936]     9.727956e+00  0.247209654  9.327546e+00  9.636616e+00
  y_rep[937]     9.890670e+00  0.207947358  9.519628e+00  9.802327e+00
  y_rep[938]     9.543782e+00  0.210467440  9.132632e+00  9.450522e+00
  y_rep[939]     9.547772e+00  0.213694590  9.190835e+00  9.446416e+00
  y_rep[940]     9.397399e+00  0.222779403  9.031346e+00  9.301752e+00
  y_rep[941]     9.371977e+00  0.226868518  8.974899e+00  9.287191e+00
  y_rep[942]     9.362829e+00  0.207785042  8.985581e+00  9.272945e+00
  y_rep[943]     9.542355e+00  0.203598655  9.137290e+00  9.454499e+00
  y_rep[944]     9.188505e+00  0.220522408  8.799029e+00  9.100471e+00
  y_rep[945]     9.196991e+00  0.239610764  8.801949e+00  9.104660e+00
  y_rep[946]     9.207432e+00  0.229511775  8.831606e+00  9.120037e+00
  y_rep[947]     8.821441e+00  0.242499834  8.387471e+00  8.735861e+00
  y_rep[948]     8.772707e+00  0.199875280  8.350005e+00  8.688196e+00
  y_rep[949]     8.456819e+00  0.225757730  8.057450e+00  8.367170e+00
  y_rep[950]     8.258734e+00  0.216149048  7.853442e+00  8.173482e+00
  y_rep[951]     8.136390e+00  0.223751038  7.747809e+00  8.042350e+00
  y_rep[952]     8.480228e+00  0.183047785  8.107465e+00  8.390401e+00
  y_rep[953]     8.169685e+00  0.220080386  7.781883e+00  8.065295e+00
  y_rep[954]     8.443345e+00  0.277983942  8.058185e+00  8.356114e+00
  y_rep[955]     8.490220e+00  0.193009841  8.141662e+00  8.405606e+00
  y_rep[956]     8.439511e+00  0.219185439  8.041710e+00  8.344677e+00
  y_rep[957]     8.385143e+00  0.199237771  8.038662e+00  8.300273e+00
  y_rep[958]     8.355819e+00  0.225974535  7.898896e+00  8.276984e+00
  y_rep[959]     8.212030e+00  0.213411789  7.781854e+00  8.118808e+00
  y_rep[960]     8.554069e+00  0.232014311  8.185711e+00  8.465261e+00
  y_rep[961]     8.994658e+00  0.211262128  8.569712e+00  8.911382e+00
  y_rep[962]     8.689050e+00  0.199217509  8.315539e+00  8.593740e+00
  y_rep[963]     8.735949e+00  0.213445831  8.349727e+00  8.635529e+00
  y_rep[964]     8.621224e+00  0.207271845  8.222888e+00  8.524768e+00
  y_rep[965]     9.137863e+00  0.197835316  8.745523e+00  9.049448e+00
  y_rep[966]     9.174592e+00  0.212014529  8.800998e+00  9.081820e+00
  y_rep[967]     9.301892e+00  0.248987505  8.907376e+00  9.218212e+00
  y_rep[968]     9.289630e+00  0.216841725  8.845126e+00  9.207389e+00
  y_rep[969]     9.351156e+00  0.203081677  8.969925e+00  9.262218e+00
  y_rep[970]     9.510428e+00  0.216119419  9.087991e+00  9.424884e+00
  y_rep[971]     9.989536e+00  0.191381158  9.620377e+00  9.899099e+00
  y_rep[972]     1.003895e+01  0.283695310  9.616130e+00  9.957047e+00
  y_rep[973]     1.037104e+01  0.281104471  9.952787e+00  1.028155e+01
  y_rep[974]     1.044820e+01  0.236639116  1.005299e+01  1.036773e+01
  y_rep[975]     1.052538e+01  0.219437108  1.014186e+01  1.042999e+01
  y_rep[976]     1.046683e+01  0.185224220  1.010033e+01  1.037745e+01
  y_rep[977]     1.043185e+01  0.225036798  9.978630e+00  1.033350e+01
  y_rep[978]     1.039235e+01  0.211916153  9.992437e+00  1.030327e+01
  y_rep[979]     1.104655e+01  0.225707219  1.062930e+01  1.095747e+01
  y_rep[980]     1.104340e+01  0.204041369  1.064499e+01  1.095610e+01
  y_rep[981]     1.107299e+01  0.235454111  1.067467e+01  1.098330e+01
  y_rep[982]     1.137766e+01  0.309337110  1.097091e+01  1.129022e+01
  y_rep[983]     1.153683e+01  0.290827888  1.111080e+01  1.143910e+01
  y_rep[984]     1.150265e+01  0.231506056  1.112469e+01  1.140880e+01
  y_rep[985]     1.176285e+01  0.237405701  1.134035e+01  1.167328e+01
  y_rep[986]     1.170630e+01  0.218476560  1.132089e+01  1.161739e+01
  y_rep[987]     1.166493e+01  0.234483157  1.131566e+01  1.157791e+01
  y_rep[988]     1.163913e+01  0.204968416  1.127748e+01  1.154120e+01
  y_rep[989]     1.216877e+01  0.212873907  1.178014e+01  1.207509e+01
  y_rep[990]     1.280561e+01  0.199115205  1.242358e+01  1.271510e+01
  y_rep[991]     1.282913e+01  0.200179378  1.245612e+01  1.273994e+01
  y_rep[992]     1.272260e+01  0.202325521  1.236426e+01  1.263309e+01
  y_rep[993]     1.261889e+01  0.204233236  1.228445e+01  1.252149e+01
  y_rep[994]     1.266612e+01  0.285404805  1.223852e+01  1.256124e+01
  y_rep[995]     1.260208e+01  0.240937609  1.224102e+01  1.250844e+01
  y_rep[996]     1.235529e+01  0.235280268  1.192245e+01  1.226527e+01
  y_rep[997]     1.240919e+01  0.257203202  1.201892e+01  1.232175e+01
  y_rep[998]     1.214284e+01  0.218502235  1.174435e+01  1.205547e+01
  y_rep[999]     1.210789e+01  0.224008809  1.172664e+01  1.201495e+01
  y_rep[1000]    1.227537e+01  0.226907059  1.187112e+01  1.218449e+01
  y_rep[1001]    1.225876e+01  0.310375754  1.184915e+01  1.215821e+01
  y_rep[1002]    1.183541e+01  0.200737265  1.144571e+01  1.174477e+01
  y_rep[1003]    1.225943e+01  0.202399828  1.186685e+01  1.216805e+01
  y_rep[1004]    1.202458e+01  0.210551051  1.163518e+01  1.193804e+01
  y_rep[1005]    1.172631e+01  0.217087153  1.136348e+01  1.163953e+01
  y_rep[1006]    1.173308e+01  0.198952714  1.130967e+01  1.163798e+01
  y_rep[1007]    1.192471e+01  0.207439276  1.151329e+01  1.183392e+01
  y_rep[1008]    1.161841e+01  0.249250418  1.120365e+01  1.151848e+01
  y_rep[1009]    1.156676e+01  0.202694528  1.118885e+01  1.148377e+01
  y_rep[1010]    1.147117e+01  0.197068677  1.109433e+01  1.137697e+01
  y_rep[1011]    1.129764e+01  0.201880794  1.091898e+01  1.120901e+01
  y_rep[1012]    1.054780e+01  0.245503874  1.018431e+01  1.046078e+01
  y_rep[1013]    1.038434e+01  0.215324129  9.999353e+00  1.029461e+01
  y_rep[1014]    1.043681e+01  0.207812171  1.006278e+01  1.033522e+01
  y_rep[1015]    1.034917e+01  0.196010108  9.935999e+00  1.025914e+01
  y_rep[1016]    1.027016e+01  0.204922758  9.907097e+00  1.018106e+01
  y_rep[1017]    1.020249e+01  0.194328622  9.767969e+00  1.011637e+01
  y_rep[1018]    1.027257e+01  0.202942733  9.895082e+00  1.018048e+01
  y_rep[1019]    1.053896e+01  0.210653947  1.013178e+01  1.044735e+01
  y_rep[1020]    1.079363e+01  0.230605687  1.039425e+01  1.069366e+01
  y_rep[1021]    1.109869e+01  0.257943535  1.069235e+01  1.100858e+01
  y_rep[1022]    1.107796e+01  0.228810483  1.064627e+01  1.098985e+01
  y_rep[1023]    1.073004e+01  0.204086296  1.029699e+01  1.064492e+01
  y_rep[1024]    1.080270e+01  0.220152721  1.036494e+01  1.071008e+01
  y_rep[1025]    1.130207e+01  0.218882396  1.092539e+01  1.120729e+01
  y_rep[1026]    1.070631e+01  0.244802503  1.029700e+01  1.060819e+01
  y_rep[1027]    1.069505e+01  0.220427534  1.030653e+01  1.060801e+01
  y_rep[1028]    1.052515e+01  0.237192885  1.012892e+01  1.043332e+01
  y_rep[1029]    1.066729e+01  0.227718854  1.028215e+01  1.058181e+01
  y_rep[1030]    1.057760e+01  0.206290461  1.024039e+01  1.048986e+01
  y_rep[1031]    1.046781e+01  0.226323613  1.006124e+01  1.038453e+01
  y_rep[1032]    1.056914e+01  0.209733786  1.016065e+01  1.047729e+01
  y_rep[1033]    1.070741e+01  0.226004359  1.033270e+01  1.060947e+01
  y_rep[1034]    1.077076e+01  0.197428954  1.037622e+01  1.068377e+01
  y_rep[1035]    1.071636e+01  0.220551817  1.029796e+01  1.062906e+01
  y_rep[1036]    1.066609e+01  0.231694890  1.026410e+01  1.056409e+01
  y_rep[1037]    1.085895e+01  0.289040551  1.050337e+01  1.077495e+01
  y_rep[1038]    1.128964e+01  0.218206984  1.085546e+01  1.119960e+01
  y_rep[1039]    1.146509e+01  0.195083870  1.108253e+01  1.137924e+01
  y_rep[1040]    1.145441e+01  0.234559903  1.108091e+01  1.136053e+01
  y_rep[1041]    1.131474e+01  0.378214208  1.090148e+01  1.123990e+01
  y_rep[1042]    1.092724e+01  0.214130805  1.051975e+01  1.083142e+01
  y_rep[1043]    1.089478e+01  0.194884990  1.051709e+01  1.079986e+01
  y_rep[1044]    1.073900e+01  0.217504820  1.033246e+01  1.064812e+01
  y_rep[1045]    1.096483e+01  0.218357614  1.056686e+01  1.088064e+01
  y_rep[1046]    1.081015e+01  0.235270930  1.040545e+01  1.072396e+01
  y_rep[1047]    1.068167e+01  0.230218051  1.021407e+01  1.060060e+01
  y_rep[1048]    1.067525e+01  0.200702098  1.030589e+01  1.058295e+01
  y_rep[1049]    1.057952e+01  0.208345135  1.014840e+01  1.049329e+01
  y_rep[1050]    1.058428e+01  0.192101767  1.016878e+01  1.049475e+01
  y_rep[1051]    1.081917e+01  0.260690691  1.041168e+01  1.071730e+01
  y_rep[1052]    1.058929e+01  0.312756436  1.018519e+01  1.049346e+01
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  log_lik[1317]  1.110437e+00  0.037625981  1.030779e+00  1.087057e+00
  log_lik[1318]  9.471087e-01  0.038734126  8.707347e-01  9.223322e-01
  log_lik[1319]  2.336688e-01  0.053190641  1.307088e-01  1.982981e-01
  log_lik[1320] -4.956411e-02  0.068039414 -1.882939e-01 -9.513803e-02
  log_lik[1321]  5.312274e-01  0.045493315  4.413018e-01  5.009843e-01
  log_lik[1322]  1.135225e+00  0.029004233  1.080121e+00  1.115180e+00
  log_lik[1323]  6.265561e-01  0.039869004  5.479121e-01  5.994034e-01
  log_lik[1324]  4.310270e-01  0.048609252  3.346015e-01  3.989233e-01
  log_lik[1325]  8.612272e-02  0.051336650 -1.764458e-02  5.188381e-02
  log_lik[1326]  1.122477e+00  0.029680070  1.065839e+00  1.102938e+00
  log_lik[1327]  9.628461e-01  0.031997913  8.994799e-01  9.420378e-01
  log_lik[1328]  3.962776e-01  0.066197215  2.642330e-01  3.527058e-01
  log_lik[1329]  9.797427e-01  0.033029151  9.140701e-01  9.585319e-01
  log_lik[1330]  7.796840e-01  0.042985546  6.915398e-01  7.502618e-01
  log_lik[1331]  8.987537e-01  0.042832875  8.126462e-01  8.696375e-01
  log_lik[1332]  1.086170e+00  0.033364569  1.021617e+00  1.063361e+00
  log_lik[1333]  1.141919e+00  0.029256913  1.086162e+00  1.121748e+00
  log_lik[1334]  1.008244e+00  0.039363303  9.300039e-01  9.819358e-01
  log_lik[1335] -1.643528e+00  0.065276188 -1.769662e+00 -1.686191e+00
  log_lik[1336]  1.021972e+00  0.045962227  9.271553e-01  9.904545e-01
  log_lik[1337]  2.815437e-01  0.060996709  1.626080e-01  2.400008e-01
  log_lik[1338]  1.135697e+00  0.029886153  1.080103e+00  1.114562e+00
  log_lik[1339]  6.853706e-01  0.052092279  5.794826e-01  6.508272e-01
  log_lik[1340]  1.122916e+00  0.030840055  1.062917e+00  1.101255e+00
  log_lik[1341]  3.337316e-01  0.054443276  2.268877e-01  2.981582e-01
  log_lik[1342]  8.359074e-01  0.101874049  6.241902e-01  7.705590e-01
  log_lik[1343]  7.852838e-01  0.056681057  6.751010e-01  7.471733e-01
  log_lik[1344]  8.922131e-01  0.050442027  7.903417e-01  8.569185e-01
  log_lik[1345]  1.116488e+00  0.028834250  1.062472e+00  1.096567e+00
  log_lik[1346]  7.887835e-01  0.042728742  7.015393e-01  7.604139e-01
  log_lik[1347]  7.864748e-01  0.037729171  7.137071e-01  7.624606e-01
  log_lik[1348]  7.854896e-01  0.037850793  7.098923e-01  7.601413e-01
  log_lik[1349]  1.888052e-01  0.061913083  6.411431e-02  1.462545e-01
  log_lik[1350]  1.127280e+00  0.029007644  1.072168e+00  1.107420e+00
  log_lik[1351]  1.105931e+00  0.029473169  1.049746e+00  1.086686e+00
  log_lik[1352]  1.141832e+00  0.029320606  1.085441e+00  1.121576e+00
  log_lik[1353]  1.113303e+00  0.030445332  1.054788e+00  1.094117e+00
  log_lik[1354]  1.037126e+00  0.030548120  9.772628e-01  1.018079e+00
  log_lik[1355]  1.027903e+00  0.040683916  9.473926e-01  1.000097e+00
  log_lik[1356]  1.141210e+00  0.029316543  1.085533e+00  1.120787e+00
  log_lik[1357]  6.498356e-01  0.044191876  5.611183e-01  6.200818e-01
  log_lik[1358] -1.284316e+00  0.059915410 -1.408186e+00 -1.323233e+00
  log_lik[1359]  8.425590e-01  0.044799816  7.523345e-01  8.136699e-01
  log_lik[1360]  1.977123e-01  0.056648046  8.463292e-02  1.594516e-01
  log_lik[1361] -5.203741e-01  0.063619843 -6.452850e-01 -5.619958e-01
  log_lik[1362]  5.749779e-01  0.057927716  4.584319e-01  5.366610e-01
  log_lik[1363]  9.582083e-01  0.040386111  8.800355e-01  9.305106e-01
  log_lik[1364]  7.275836e-01  0.061568070  6.008354e-01  6.875988e-01
  log_lik[1365] -1.875484e+00  0.066390505 -2.009899e+00 -1.916413e+00
  log_lik[1366]  1.140816e+00  0.029464254  1.084594e+00  1.120983e+00
  log_lik[1367]  9.428982e-01  0.045610342  8.514477e-01  9.125384e-01
  log_lik[1368]  9.509692e-01  0.039321345  8.747958e-01  9.240332e-01
  log_lik[1369]  1.093424e+00  0.031330544  1.033358e+00  1.071054e+00
  log_lik[1370]  7.640650e-01  0.064600900  6.331374e-01  7.220902e-01
  log_lik[1371] -4.854941e-01  0.079741037 -6.346354e-01 -5.391360e-01
  log_lik[1372]  9.878988e-01  0.042922204  9.003254e-01  9.601110e-01
  log_lik[1373] -1.966311e-01  0.074037386 -3.414008e-01 -2.474627e-01
  log_lik[1374]  1.131244e+00  0.029471544  1.075626e+00  1.111055e+00
  log_lik[1375]  7.401711e-01  0.047304516  6.492843e-01  7.081640e-01
  log_lik[1376]  7.828658e-01  0.051642936  6.757846e-01  7.503586e-01
  log_lik[1377]  9.656959e-01  0.038371495  8.905866e-01  9.397734e-01
  log_lik[1378]  7.756234e-01  0.050748429  6.727520e-01  7.414104e-01
  log_lik[1379]  1.139242e+00  0.029666850  1.083050e+00  1.119135e+00
  log_lik[1380]  9.472671e-01  0.052791905  8.393128e-01  9.121559e-01
  log_lik[1381]  4.659930e-01  0.068407387  3.329079e-01  4.184406e-01
  log_lik[1382]  1.815540e-01  0.061253213  5.849747e-02  1.403133e-01
  log_lik[1383]  8.748268e-01  0.054477302  7.692042e-01  8.373179e-01
  log_lik[1384]  1.136312e+00  0.029757253  1.079954e+00  1.116350e+00
  log_lik[1385]  1.066465e+00  0.037049115  9.921570e-01  1.040057e+00
  log_lik[1386]  4.051588e-01  0.055622509  2.972598e-01  3.682111e-01
  log_lik[1387]  1.012450e+00  0.036275138  9.387384e-01  9.887671e-01
  log_lik[1388]  1.084885e+00  0.033429373  1.017781e+00  1.062890e+00
  log_lik[1389]  1.008125e+00  0.045221323  9.153454e-01  9.797056e-01
  log_lik[1390]  1.125676e+00  0.030786037  1.066558e+00  1.105396e+00
  log_lik[1391]  1.118236e+00  0.030401799  1.060753e+00  1.097459e+00
  log_lik[1392]  1.116013e+00  0.031008467  1.056634e+00  1.095754e+00
  log_lik[1393]  1.135113e+00  0.029541412  1.078819e+00  1.114726e+00
  log_lik[1394]  5.171009e-01  0.060632501  3.911837e-01  4.785433e-01
  log_lik[1395]  7.796739e-01  0.048127194  6.871513e-01  7.479341e-01
  log_lik[1396] -2.021312e-01  0.082182541 -3.684459e-01 -2.592409e-01
  log_lik[1397] -1.026571e-01  0.069154714 -2.409189e-01 -1.494722e-01
  log_lik[1398] -4.719785e-01  0.068115981 -6.015374e-01 -5.161052e-01
  log_lik[1399] -1.829122e+00  0.099452264 -2.022136e+00 -1.897206e+00
  log_lik[1400]  7.296131e-01  0.053214167  6.219390e-01  6.937896e-01
  log_lik[1401] -9.241447e-01  0.074116069 -1.068740e+00 -9.734846e-01
  log_lik[1402]  9.574100e-01  0.045764200  8.653756e-01  9.261196e-01
  log_lik[1403] -2.008330e-01  0.056266452 -3.082115e-01 -2.379164e-01
  log_lik[1404]  8.200561e-01  0.043716878  7.316227e-01  7.922089e-01
  log_lik[1405]  1.127184e+00  0.029892975  1.068396e+00  1.107649e+00
  log_lik[1406]  9.761137e-01  0.040336501  8.952238e-01  9.483264e-01
  log_lik[1407]  8.429938e-01  0.040595547  7.592708e-01  8.155851e-01
  log_lik[1408]  1.140546e+00  0.029413129  1.084248e+00  1.120249e+00
  log_lik[1409]  1.074734e+00  0.034913355  1.003322e+00  1.052485e+00
  log_lik[1410] -1.836948e+00  0.071349390 -1.974573e+00 -1.886348e+00
  log_lik[1411]  1.139324e+00  0.029898478  1.081894e+00  1.118923e+00
  log_lik[1412] -1.040222e-01  0.074258909 -2.513459e-01 -1.522556e-01
  log_lik[1413] -1.098448e+00  0.058617749 -1.213628e+00 -1.136925e+00
  log_lik[1414]  6.135722e-02  0.160532946 -2.566931e-01 -4.464628e-02
  log_lik[1415] -3.570509e+00  0.118659076 -3.810983e+00 -3.649160e+00
  log_lik[1416] -7.248113e-01  0.072255856 -8.616695e-01 -7.754424e-01
  log_lik[1417] -3.164296e-01  0.060541247 -4.370727e-01 -3.579301e-01
  log_lik[1418]  8.436780e-01  0.069208423  6.980045e-01  7.964314e-01
  log_lik[1419] -2.424529e+00  0.112249163 -2.646460e+00 -2.501392e+00
  log_lik[1420]  1.109774e+00  0.040938528  1.021737e+00  1.084867e+00
  log_lik[1421] -5.346468e-01  0.066763890 -6.667544e-01 -5.773398e-01
  log_lik[1422]  5.999146e-01  0.069798581  4.561831e-01  5.558251e-01
  log_lik[1423] -8.086752e-01  0.083917922 -9.677544e-01 -8.680465e-01
  log_lik[1424] -6.617993e+00  0.243175793 -7.110217e+00 -6.774971e+00
  log_lik[1425] -3.968564e+00  0.163214906 -4.284776e+00 -4.077948e+00
  log_lik[1426] -3.013663e-01  0.106398129 -5.111094e-01 -3.694928e-01
  log_lik[1427]  7.716265e-01  0.211259324  3.253962e-01  6.350197e-01
  log_lik[1428] -9.962256e-01  0.197340175 -1.381100e+00 -1.130621e+00
  log_lik[1429]  7.531310e-01  0.089854535  5.611974e-01  6.952197e-01
  log_lik[1430]  7.094519e-01  0.071247070  5.680919e-01  6.621865e-01
  log_lik[1431] -1.557300e-01  0.148538531 -4.532084e-01 -2.540912e-01
  log_lik[1432]  6.324512e-01  0.165339788  3.048287e-01  5.227152e-01
  log_lik[1433] -2.504892e+00  0.137226451 -2.768383e+00 -2.597783e+00
  log_lik[1434]  1.055952e+00  0.044324209  9.666824e-01  1.027425e+00
  log_lik[1435]  2.930560e-01  0.110066766  8.096786e-02  2.169222e-01
  log_lik[1436]  8.910490e-01  0.086040830  7.084043e-01  8.369118e-01
  log_lik[1437]  1.068286e+00  0.042573899  9.828198e-01  1.040450e+00
  log_lik[1438] -5.051317e-01  0.153966727 -7.969023e-01 -6.052794e-01
  log_lik[1439] -1.178832e-01  0.106970711 -3.272214e-01 -1.913650e-01
  log_lik[1440]  4.745385e-01  0.081649035  3.083644e-01  4.217741e-01
  log_lik[1441]  9.245005e-01  0.064984455  7.886675e-01  8.806015e-01
  log_lik[1442]  1.087692e+00  0.052663157  9.702546e-01  1.058054e+00
  log_lik[1443]  6.607171e-01  0.077489496  5.010062e-01  6.102082e-01
  log_lik[1444]  2.325270e-01  0.132027993 -3.138725e-02  1.452908e-01
  log_lik[1445] -5.534642e-01  0.122388617 -7.938895e-01 -6.379224e-01
  log_lik[1446]  9.912888e-01  0.060649086  8.627331e-01  9.522021e-01
  log_lik[1447] -7.488337e-02  0.173393533 -4.207811e-01 -1.861873e-01
  log_lik[1448]  6.074069e-01  0.061895308  4.845564e-01  5.664604e-01
  log_lik[1449] -6.907212e-01  0.067911598 -8.237246e-01 -7.351541e-01
  log_lik[1450] -5.639342e+00  0.191634922 -6.018560e+00 -5.763010e+00
  log_lik[1451]  8.161128e-01  0.158835055  4.683117e-01  7.144551e-01
  log_lik[1452]  1.033593e+00  0.058566608  9.082526e-01  9.983360e-01
  log_lik[1453]  9.077833e-02  0.065810198 -3.995962e-02  4.647508e-02
  log_lik[1454]  4.058629e-01  0.096021187  2.058124e-01  3.428085e-01
  log_lik[1455] -1.074914e+00  0.134609677 -1.337739e+00 -1.160804e+00
  log_lik[1456]  1.073217e+00  0.044388938  9.822662e-01  1.044454e+00
  log_lik[1457]  3.930114e-01  0.127240717  1.413083e-01  3.096383e-01
  log_lik[1458]  3.823258e-01  0.073741936  2.343623e-01  3.322724e-01
  log_lik[1459]  7.560356e-01  0.099191682  5.605506e-01  6.909612e-01
  log_lik[1460] -4.168885e+00  0.126623312 -4.420702e+00 -4.253895e+00
  y_hat          1.230789e+01  0.201322263  1.188518e+01  1.221195e+01
  lp__           1.326174e+03  1.967718383  1.321626e+03  1.324948e+03
               stats
parameter                 50%           75%         97.5%
  alpha          1.230544e+01  1.230813e+01  1.231293e+01
  beta[1]        6.270702e-01  6.935238e-01  8.098431e-01
  beta[2]        6.629306e-01  7.331486e-01  8.740155e-01
  beta[3]        1.900279e+00  1.988785e+00  2.137088e+00
  beta_mu[1]     8.944372e-01  1.196838e+01  3.267867e+01
  beta_mu[2]     1.374983e+00  1.246966e+01  3.218653e+01
  beta_mu[3]     1.379310e+00  1.233722e+01  3.540519e+01
  sigma          1.161086e-01  1.186977e-01  1.233481e-01
  nu             2.694436e+00  2.828559e+00  3.113371e+00
  mu[1]          1.651811e+01  1.652332e+01  1.653357e+01
  mu[2]          1.685647e+01  1.686191e+01  1.687293e+01
  mu[3]          1.641263e+01  1.641887e+01  1.643175e+01
  mu[4]          1.709899e+01  1.710520e+01  1.711626e+01
  mu[5]          1.715294e+01  1.716488e+01  1.718796e+01
  mu[6]          1.769488e+01  1.770174e+01  1.771561e+01
  mu[7]          1.735219e+01  1.736305e+01  1.738281e+01
  mu[8]          1.763637e+01  1.765162e+01  1.767809e+01
  mu[9]          1.735277e+01  1.735858e+01  1.737001e+01
  mu[10]         1.780522e+01  1.781196e+01  1.782352e+01
  mu[11]         1.801524e+01  1.802205e+01  1.803299e+01
  mu[12]         1.914848e+01  1.915649e+01  1.917079e+01
  mu[13]         1.895757e+01  1.896410e+01  1.897732e+01
  mu[14]         1.843073e+01  1.843767e+01  1.845015e+01
  mu[15]         1.750591e+01  1.752029e+01  1.754671e+01
  mu[16]         1.688536e+01  1.689088e+01  1.690127e+01
  mu[17]         1.720070e+01  1.721035e+01  1.722812e+01
  mu[18]         1.746854e+01  1.747569e+01  1.748838e+01
  mu[19]         1.720022e+01  1.720568e+01  1.721734e+01
  mu[20]         1.648288e+01  1.648988e+01  1.650268e+01
  mu[21]         1.624296e+01  1.624806e+01  1.625874e+01
  mu[22]         1.638831e+01  1.639321e+01  1.640266e+01
  mu[23]         1.634530e+01  1.635069e+01  1.636195e+01
  mu[24]         1.683942e+01  1.684532e+01  1.685478e+01
  mu[25]         1.693191e+01  1.693735e+01  1.694760e+01
  mu[26]         1.618901e+01  1.619608e+01  1.620980e+01
  mu[27]         1.606095e+01  1.606750e+01  1.607980e+01
  mu[28]         1.584652e+01  1.585509e+01  1.587129e+01
  mu[29]         1.543828e+01  1.544263e+01  1.545122e+01
  mu[30]         1.523860e+01  1.524454e+01  1.525524e+01
  mu[31]         1.531745e+01  1.532426e+01  1.533734e+01
  mu[32]         1.467604e+01  1.468209e+01  1.469365e+01
  mu[33]         1.415278e+01  1.415702e+01  1.416515e+01
  mu[34]         1.393591e+01  1.393953e+01  1.394630e+01
  mu[35]         1.322626e+01  1.323723e+01  1.325911e+01
  mu[36]         1.317208e+01  1.317634e+01  1.318401e+01
  mu[37]         1.361247e+01  1.361828e+01  1.362876e+01
  mu[38]         1.481215e+01  1.482630e+01  1.485210e+01
  mu[39]         1.522437e+01  1.522864e+01  1.523679e+01
  mu[40]         1.479097e+01  1.479572e+01  1.480463e+01
  mu[41]         1.468716e+01  1.469107e+01  1.469868e+01
  mu[42]         1.489576e+01  1.490078e+01  1.490995e+01
  mu[43]         1.475426e+01  1.475813e+01  1.476542e+01
  mu[44]         1.522811e+01  1.523403e+01  1.524600e+01
  mu[45]         1.463166e+01  1.463623e+01  1.464547e+01
  mu[46]         1.376794e+01  1.377346e+01  1.378374e+01
  mu[47]         1.360668e+01  1.361251e+01  1.362341e+01
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  y_rep[56]      1.432686e+01  1.441084e+01  1.474592e+01
  y_rep[57]      1.450644e+01  1.459675e+01  1.489900e+01
  y_rep[58]      1.470940e+01  1.480406e+01  1.510474e+01
  y_rep[59]      1.412083e+01  1.420475e+01  1.451442e+01
  y_rep[60]      1.395251e+01  1.404237e+01  1.443803e+01
  y_rep[61]      1.307810e+01  1.316959e+01  1.347561e+01
  y_rep[62]      1.304210e+01  1.312250e+01  1.338633e+01
  y_rep[63]      1.416110e+01  1.424614e+01  1.455337e+01
  y_rep[64]      1.398604e+01  1.407619e+01  1.438227e+01
  y_rep[65]      1.357307e+01  1.365962e+01  1.391408e+01
  y_rep[66]      1.328277e+01  1.337899e+01  1.369266e+01
  y_rep[67]      1.338680e+01  1.346921e+01  1.374953e+01
  y_rep[68]      1.355709e+01  1.364613e+01  1.395888e+01
  y_rep[69]      1.386925e+01  1.396367e+01  1.425217e+01
  y_rep[70]      1.403013e+01  1.411111e+01  1.440751e+01
  y_rep[71]      1.381668e+01  1.391109e+01  1.423923e+01
  y_rep[72]      1.289028e+01  1.298216e+01  1.329744e+01
  y_rep[73]      1.234224e+01  1.243047e+01  1.270962e+01
  y_rep[74]      1.226032e+01  1.235500e+01  1.263929e+01
  y_rep[75]      1.219369e+01  1.227712e+01  1.257906e+01
  y_rep[76]      1.293107e+01  1.301967e+01  1.332300e+01
  y_rep[77]      1.295506e+01  1.304611e+01  1.335306e+01
  y_rep[78]      1.285810e+01  1.295225e+01  1.328896e+01
  y_rep[79]      1.240802e+01  1.248998e+01  1.280446e+01
  y_rep[80]      1.239167e+01  1.248014e+01  1.277600e+01
  y_rep[81]      1.234425e+01  1.242119e+01  1.268355e+01
  y_rep[82]      1.250516e+01  1.259402e+01  1.288620e+01
  y_rep[83]      1.268973e+01  1.278475e+01  1.307257e+01
  y_rep[84]      1.295123e+01  1.303712e+01  1.330542e+01
  y_rep[85]      1.261339e+01  1.270196e+01  1.302012e+01
  y_rep[86]      1.209717e+01  1.218603e+01  1.245378e+01
  y_rep[87]      1.283821e+01  1.294139e+01  1.323490e+01
  y_rep[88]      1.312219e+01  1.320979e+01  1.350416e+01
  y_rep[89]      1.307287e+01  1.315811e+01  1.348660e+01
  y_rep[90]      1.379423e+01  1.388483e+01  1.421040e+01
  y_rep[91]      1.380710e+01  1.389359e+01  1.422551e+01
  y_rep[92]      1.345872e+01  1.355350e+01  1.390666e+01
  y_rep[93]      1.313765e+01  1.323372e+01  1.354676e+01
  y_rep[94]      1.338119e+01  1.347073e+01  1.374780e+01
  y_rep[95]      1.338360e+01  1.347560e+01  1.375408e+01
  y_rep[96]      1.359611e+01  1.368700e+01  1.397242e+01
  y_rep[97]      1.373939e+01  1.383519e+01  1.410940e+01
  y_rep[98]      1.348605e+01  1.357845e+01  1.388414e+01
  y_rep[99]      1.303186e+01  1.312838e+01  1.340004e+01
  y_rep[100]     1.280471e+01  1.289791e+01  1.318690e+01
  y_rep[101]     1.277999e+01  1.287387e+01  1.318466e+01
  y_rep[102]     1.318739e+01  1.327889e+01  1.355122e+01
  y_rep[103]     1.414670e+01  1.423384e+01  1.452727e+01
  y_rep[104]     1.369802e+01  1.378559e+01  1.406874e+01
  y_rep[105]     1.346832e+01  1.356114e+01  1.388274e+01
  y_rep[106]     1.337038e+01  1.345877e+01  1.375435e+01
  y_rep[107]     1.288787e+01  1.297453e+01  1.330023e+01
  y_rep[108]     1.295136e+01  1.303898e+01  1.333037e+01
  y_rep[109]     1.347610e+01  1.356989e+01  1.389624e+01
  y_rep[110]     1.341575e+01  1.351210e+01  1.385206e+01
  y_rep[111]     1.285923e+01  1.294800e+01  1.326564e+01
  y_rep[112]     1.280014e+01  1.289464e+01  1.323455e+01
  y_rep[113]     1.187026e+01  1.195677e+01  1.225240e+01
  y_rep[114]     1.138421e+01  1.147424e+01  1.179578e+01
  y_rep[115]     1.156508e+01  1.165346e+01  1.195374e+01
  y_rep[116]     1.209730e+01  1.218457e+01  1.254818e+01
  y_rep[117]     1.208109e+01  1.216400e+01  1.245891e+01
  y_rep[118]     1.166468e+01  1.175780e+01  1.207855e+01
  y_rep[119]     1.154288e+01  1.162953e+01  1.190611e+01
  y_rep[120]     1.119885e+01  1.128602e+01  1.160183e+01
  y_rep[121]     1.117177e+01  1.126248e+01  1.152310e+01
  y_rep[122]     1.161976e+01  1.171854e+01  1.203046e+01
  y_rep[123]     1.198354e+01  1.206886e+01  1.238444e+01
  y_rep[124]     1.207879e+01  1.217404e+01  1.248772e+01
  y_rep[125]     1.196780e+01  1.205698e+01  1.236256e+01
  y_rep[126]     1.147901e+01  1.156557e+01  1.184557e+01
  y_rep[127]     1.110790e+01  1.120116e+01  1.149721e+01
  y_rep[128]     1.123520e+01  1.132173e+01  1.165094e+01
  y_rep[129]     1.128792e+01  1.138505e+01  1.173045e+01
  y_rep[130]     1.147651e+01  1.156838e+01  1.186015e+01
  y_rep[131]     1.143726e+01  1.153206e+01  1.183010e+01
  y_rep[132]     1.086213e+01  1.095314e+01  1.125803e+01
  y_rep[133]     1.056657e+01  1.065599e+01  1.095680e+01
  y_rep[134]     1.069351e+01  1.078077e+01  1.107271e+01
  y_rep[135]     1.090637e+01  1.100362e+01  1.134624e+01
  y_rep[136]     1.078401e+01  1.087577e+01  1.121813e+01
  y_rep[137]     1.154095e+01  1.163320e+01  1.191101e+01
  y_rep[138]     1.151362e+01  1.160085e+01  1.188909e+01
  y_rep[139]     1.107285e+01  1.116837e+01  1.143073e+01
  y_rep[140]     1.082074e+01  1.091244e+01  1.120681e+01
  y_rep[141]     1.165469e+01  1.173964e+01  1.206987e+01
  y_rep[142]     1.124575e+01  1.133581e+01  1.164230e+01
  y_rep[143]     1.135312e+01  1.143706e+01  1.176371e+01
  y_rep[144]     1.129450e+01  1.138848e+01  1.166894e+01
  y_rep[145]     1.053271e+01  1.062706e+01  1.094801e+01
  y_rep[146]     1.024747e+01  1.032868e+01  1.065288e+01
  y_rep[147]     1.026609e+01  1.035757e+01  1.068120e+01
  y_rep[148]     1.064857e+01  1.073284e+01  1.103648e+01
  y_rep[149]     1.057769e+01  1.066808e+01  1.100116e+01
  y_rep[150]     1.084802e+01  1.094058e+01  1.123251e+01
  y_rep[151]     1.070662e+01  1.079717e+01  1.108814e+01
  y_rep[152]     1.066133e+01  1.075167e+01  1.109203e+01
  y_rep[153]     1.019392e+01  1.028777e+01  1.059086e+01
  y_rep[154]     1.002848e+01  1.012305e+01  1.045143e+01
  y_rep[155]     1.020168e+01  1.028115e+01  1.057311e+01
  y_rep[156]     1.089830e+01  1.099943e+01  1.136758e+01
  y_rep[157]     1.118825e+01  1.128316e+01  1.163039e+01
  y_rep[158]     1.131366e+01  1.141474e+01  1.169962e+01
  y_rep[159]     1.118096e+01  1.127353e+01  1.156676e+01
  y_rep[160]     1.044984e+01  1.053729e+01  1.085881e+01
  y_rep[161]     1.028122e+01  1.037492e+01  1.068337e+01
  y_rep[162]     1.077927e+01  1.086824e+01  1.119933e+01
  y_rep[163]     1.090746e+01  1.099991e+01  1.128711e+01
  y_rep[164]     1.084033e+01  1.093095e+01  1.120758e+01
  y_rep[165]     1.079099e+01  1.089095e+01  1.117336e+01
  y_rep[166]     1.091791e+01  1.101382e+01  1.129989e+01
  y_rep[167]     1.071891e+01  1.081249e+01  1.112336e+01
  y_rep[168]     1.062462e+01  1.072059e+01  1.101231e+01
  y_rep[169]     1.328454e+01  1.337839e+01  1.366018e+01
  y_rep[170]     1.747908e+01  1.759636e+01  1.790806e+01
  y_rep[171]     1.648247e+01  1.658208e+01  1.687435e+01
  y_rep[172]     1.666022e+01  1.675253e+01  1.704231e+01
  y_rep[173]     1.693383e+01  1.702559e+01  1.733209e+01
  y_rep[174]     1.698647e+01  1.707968e+01  1.742168e+01
  y_rep[175]     1.758533e+01  1.767689e+01  1.795692e+01
  y_rep[176]     1.787821e+01  1.796561e+01  1.827095e+01
  y_rep[177]     1.722958e+01  1.732260e+01  1.766874e+01
  y_rep[178]     1.740199e+01  1.749103e+01  1.775943e+01
  y_rep[179]     1.761713e+01  1.770778e+01  1.801155e+01
  y_rep[180]     1.737535e+01  1.746728e+01  1.777229e+01
  y_rep[181]     1.719645e+01  1.728558e+01  1.761036e+01
  y_rep[182]     1.724946e+01  1.734289e+01  1.767171e+01
  y_rep[183]     1.688243e+01  1.696576e+01  1.726533e+01
  y_rep[184]     1.733126e+01  1.742028e+01  1.778284e+01
  y_rep[185]     1.752369e+01  1.761454e+01  1.791418e+01
  y_rep[186]     1.711082e+01  1.720428e+01  1.750890e+01
  y_rep[187]     1.711984e+01  1.721262e+01  1.750685e+01
  y_rep[188]     1.709685e+01  1.719014e+01  1.745232e+01
  y_rep[189]     1.754513e+01  1.763774e+01  1.793634e+01
  y_rep[190]     1.767288e+01  1.776794e+01  1.807558e+01
  y_rep[191]     1.871258e+01  1.880008e+01  1.907697e+01
  y_rep[192]     1.726185e+01  1.736117e+01  1.767901e+01
  y_rep[193]     1.432923e+01  1.442193e+01  1.469977e+01
  y_rep[194]     1.420457e+01  1.430085e+01  1.463796e+01
  y_rep[195]     1.381714e+01  1.390857e+01  1.417124e+01
  y_rep[196]     1.312231e+01  1.321713e+01  1.348886e+01
  y_rep[197]     1.291228e+01  1.300451e+01  1.327045e+01
  y_rep[198]     1.321668e+01  1.331232e+01  1.363625e+01
  y_rep[199]     1.395138e+01  1.403798e+01  1.436720e+01
  y_rep[200]     1.391688e+01  1.400683e+01  1.429347e+01
  y_rep[201]     1.363647e+01  1.372156e+01  1.399782e+01
  y_rep[202]     1.316016e+01  1.326035e+01  1.356048e+01
  y_rep[203]     1.304098e+01  1.313048e+01  1.342373e+01
  y_rep[204]     1.441231e+01  1.450528e+01  1.482394e+01
  y_rep[205]     1.553925e+01  1.562515e+01  1.591860e+01
  y_rep[206]     1.547451e+01  1.555476e+01  1.589209e+01
  y_rep[207]     1.514592e+01  1.524053e+01  1.555888e+01
  y_rep[208]     1.517929e+01  1.526849e+01  1.552946e+01
  y_rep[209]     1.474029e+01  1.483196e+01  1.511317e+01
  y_rep[210]     1.479223e+01  1.488969e+01  1.519534e+01
  y_rep[211]     1.482980e+01  1.492379e+01  1.520302e+01
  y_rep[212]     1.493378e+01  1.502662e+01  1.532156e+01
  y_rep[213]     1.446162e+01  1.455328e+01  1.486564e+01
  y_rep[214]     1.406873e+01  1.415469e+01  1.440992e+01
  y_rep[215]     1.363251e+01  1.373032e+01  1.401008e+01
  y_rep[216]     1.343827e+01  1.353083e+01  1.384185e+01
  y_rep[217]     1.354218e+01  1.364064e+01  1.396024e+01
  y_rep[218]     1.408453e+01  1.417233e+01  1.453837e+01
  y_rep[219]     1.436115e+01  1.444741e+01  1.474594e+01
  y_rep[220]     1.419434e+01  1.428887e+01  1.460913e+01
  y_rep[221]     1.375666e+01  1.384965e+01  1.421199e+01
  y_rep[222]     1.314722e+01  1.323958e+01  1.356914e+01
  y_rep[223]     1.315693e+01  1.324634e+01  1.355145e+01
  y_rep[224]     1.316510e+01  1.325756e+01  1.355885e+01
  y_rep[225]     1.361393e+01  1.370343e+01  1.398977e+01
  y_rep[226]     1.328191e+01  1.337701e+01  1.370381e+01
  y_rep[227]     1.272220e+01  1.280575e+01  1.306925e+01
  y_rep[228]     1.193873e+01  1.202865e+01  1.231009e+01
  y_rep[229]     1.172613e+01  1.181140e+01  1.210276e+01
  y_rep[230]     1.150968e+01  1.159828e+01  1.196692e+01
  y_rep[231]     1.164566e+01  1.174175e+01  1.200518e+01
  y_rep[232]     1.260725e+01  1.269936e+01  1.300498e+01
  y_rep[233]     1.260093e+01  1.268814e+01  1.294709e+01
  y_rep[234]     1.214422e+01  1.223086e+01  1.252519e+01
  y_rep[235]     1.236059e+01  1.245078e+01  1.272439e+01
  y_rep[236]     1.260041e+01  1.269150e+01  1.304042e+01
  y_rep[237]     1.265519e+01  1.273654e+01  1.306094e+01
  y_rep[238]     1.261307e+01  1.270545e+01  1.300370e+01
  y_rep[239]     1.347874e+01  1.356812e+01  1.389126e+01
  y_rep[240]     1.404691e+01  1.414011e+01  1.444829e+01
  y_rep[241]     1.351797e+01  1.361445e+01  1.396310e+01
  y_rep[242]     1.345224e+01  1.354605e+01  1.386794e+01
  y_rep[243]     1.352721e+01  1.360775e+01  1.391673e+01
  y_rep[244]     1.356148e+01  1.364354e+01  1.394620e+01
  y_rep[245]     1.386083e+01  1.394567e+01  1.423793e+01
  y_rep[246]     1.445522e+01  1.454772e+01  1.483916e+01
  y_rep[247]     1.406698e+01  1.415449e+01  1.449622e+01
  y_rep[248]     1.369797e+01  1.378123e+01  1.413111e+01
  y_rep[249]     1.382603e+01  1.391716e+01  1.420414e+01
  y_rep[250]     1.352799e+01  1.361757e+01  1.387600e+01
  y_rep[251]     1.415534e+01  1.423815e+01  1.459294e+01
  y_rep[252]     1.453765e+01  1.462834e+01  1.490087e+01
  y_rep[253]     1.455953e+01  1.465346e+01  1.495254e+01
  y_rep[254]     1.415366e+01  1.424157e+01  1.453308e+01
  y_rep[255]     1.374785e+01  1.383170e+01  1.414656e+01
  y_rep[256]     1.370456e+01  1.379809e+01  1.413601e+01
  y_rep[257]     1.394162e+01  1.402837e+01  1.433557e+01
  y_rep[258]     1.392919e+01  1.402504e+01  1.428350e+01
  y_rep[259]     1.361702e+01  1.370911e+01  1.399852e+01
  y_rep[260]     1.360411e+01  1.368875e+01  1.400587e+01
  y_rep[261]     1.351536e+01  1.360411e+01  1.394075e+01
  y_rep[262]     1.241251e+01  1.249882e+01  1.279504e+01
  y_rep[263]     1.212696e+01  1.220695e+01  1.248943e+01
  y_rep[264]     1.236165e+01  1.245041e+01  1.276308e+01
  y_rep[265]     1.245146e+01  1.254446e+01  1.280007e+01
  y_rep[266]     1.343409e+01  1.352461e+01  1.386294e+01
  y_rep[267]     1.317019e+01  1.326063e+01  1.351131e+01
  y_rep[268]     1.270773e+01  1.279984e+01  1.307785e+01
  y_rep[269]     1.258029e+01  1.267354e+01  1.300253e+01
  y_rep[270]     1.303662e+01  1.312475e+01  1.339176e+01
  y_rep[271]     1.354293e+01  1.363470e+01  1.395763e+01
  y_rep[272]     1.375338e+01  1.383715e+01  1.417084e+01
  y_rep[273]     1.356133e+01  1.365725e+01  1.395496e+01
  y_rep[274]     1.347647e+01  1.356728e+01  1.388242e+01
  y_rep[275]     1.281616e+01  1.290409e+01  1.322282e+01
  y_rep[276]     1.265403e+01  1.274431e+01  1.303665e+01
  y_rep[277]     1.270377e+01  1.279701e+01  1.306967e+01
  y_rep[278]     1.286608e+01  1.295466e+01  1.325494e+01
  y_rep[279]     1.284913e+01  1.293898e+01  1.322425e+01
  y_rep[280]     1.291739e+01  1.300269e+01  1.325809e+01
  y_rep[281]     1.280267e+01  1.289997e+01  1.318798e+01
  y_rep[282]     1.262316e+01  1.271914e+01  1.305704e+01
  y_rep[283]     1.323990e+01  1.332810e+01  1.362289e+01
  y_rep[284]     1.307817e+01  1.317481e+01  1.350617e+01
  y_rep[285]     1.358266e+01  1.367010e+01  1.396546e+01
  y_rep[286]     1.368554e+01  1.377129e+01  1.407487e+01
  y_rep[287]     1.348753e+01  1.357164e+01  1.387692e+01
  y_rep[288]     1.321047e+01  1.330635e+01  1.362619e+01
  y_rep[289]     1.282264e+01  1.290207e+01  1.319621e+01
  y_rep[290]     1.272812e+01  1.283054e+01  1.310640e+01
  y_rep[291]     1.290123e+01  1.298385e+01  1.328531e+01
  y_rep[292]     1.305065e+01  1.314382e+01  1.344706e+01
  y_rep[293]     1.280468e+01  1.289616e+01  1.319302e+01
  y_rep[294]     1.263571e+01  1.272499e+01  1.301304e+01
  y_rep[295]     1.295110e+01  1.303619e+01  1.334496e+01
  y_rep[296]     1.346710e+01  1.356240e+01  1.384759e+01
  y_rep[297]     1.317252e+01  1.325612e+01  1.354535e+01
  y_rep[298]     1.452070e+01  1.460858e+01  1.490052e+01
  y_rep[299]     1.464523e+01  1.473119e+01  1.498833e+01
  y_rep[300]     1.494103e+01  1.503342e+01  1.534465e+01
  y_rep[301]     1.488070e+01  1.496508e+01  1.523989e+01
  y_rep[302]     1.488389e+01  1.497572e+01  1.528735e+01
  y_rep[303]     1.478046e+01  1.487491e+01  1.517405e+01
  y_rep[304]     1.488733e+01  1.497315e+01  1.531038e+01
  y_rep[305]     1.486427e+01  1.494907e+01  1.529726e+01
  y_rep[306]     1.461701e+01  1.470945e+01  1.505623e+01
  y_rep[307]     1.463901e+01  1.473191e+01  1.508702e+01
  y_rep[308]     1.461130e+01  1.470010e+01  1.502627e+01
  y_rep[309]     1.555829e+01  1.564689e+01  1.591685e+01
  y_rep[310]     1.601387e+01  1.610174e+01  1.637824e+01
  y_rep[311]     1.576402e+01  1.585243e+01  1.610070e+01
  y_rep[312]     1.570668e+01  1.579363e+01  1.610189e+01
  y_rep[313]     1.586541e+01  1.594776e+01  1.627901e+01
  y_rep[314]     1.568409e+01  1.577398e+01  1.608921e+01
  y_rep[315]     1.535538e+01  1.544441e+01  1.573051e+01
  y_rep[316]     1.522353e+01  1.530550e+01  1.561431e+01
  y_rep[317]     1.490568e+01  1.499628e+01  1.527682e+01
  y_rep[318]     1.471163e+01  1.479320e+01  1.506958e+01
  y_rep[319]     1.481924e+01  1.490915e+01  1.522076e+01
  y_rep[320]     1.406922e+01  1.415206e+01  1.442409e+01
  y_rep[321]     1.314397e+01  1.323840e+01  1.355764e+01
  y_rep[322]     1.308176e+01  1.316875e+01  1.347233e+01
  y_rep[323]     1.258676e+01  1.267067e+01  1.297141e+01
  y_rep[324]     1.283377e+01  1.291939e+01  1.320446e+01
  y_rep[325]     1.312867e+01  1.322257e+01  1.350470e+01
  y_rep[326]     1.323658e+01  1.333246e+01  1.361667e+01
  y_rep[327]     1.357140e+01  1.365761e+01  1.397532e+01
  y_rep[328]     1.349206e+01  1.358147e+01  1.388484e+01
  y_rep[329]     1.351370e+01  1.359984e+01  1.387583e+01
  y_rep[330]     1.354618e+01  1.363394e+01  1.392760e+01
  y_rep[331]     1.357823e+01  1.366882e+01  1.398291e+01
  y_rep[332]     1.290220e+01  1.298963e+01  1.330114e+01
  y_rep[333]     1.347207e+01  1.356339e+01  1.387497e+01
  y_rep[334]     1.361007e+01  1.370417e+01  1.397707e+01
  y_rep[335]     1.339781e+01  1.348614e+01  1.379698e+01
  y_rep[336]     1.321002e+01  1.330971e+01  1.361763e+01
  y_rep[337]     1.317885e+01  1.326389e+01  1.355768e+01
  y_rep[338]     1.369680e+01  1.378559e+01  1.409351e+01
  y_rep[339]     1.387774e+01  1.396326e+01  1.424996e+01
  y_rep[340]     1.415122e+01  1.424525e+01  1.455282e+01
  y_rep[341]     1.382072e+01  1.391186e+01  1.419305e+01
  y_rep[342]     1.394915e+01  1.404250e+01  1.433304e+01
  y_rep[343]     1.421746e+01  1.430494e+01  1.464826e+01
  y_rep[344]     1.403472e+01  1.412895e+01  1.446080e+01
  y_rep[345]     1.425075e+01  1.434776e+01  1.468870e+01
  y_rep[346]     1.451771e+01  1.460647e+01  1.492866e+01
  y_rep[347]     1.405560e+01  1.414532e+01  1.438620e+01
  y_rep[348]     1.398722e+01  1.408831e+01  1.442766e+01
  y_rep[349]     1.381355e+01  1.390286e+01  1.417797e+01
  y_rep[350]     1.389144e+01  1.398064e+01  1.422272e+01
  y_rep[351]     1.398863e+01  1.407141e+01  1.435014e+01
  y_rep[352]     1.444976e+01  1.453345e+01  1.485016e+01
  y_rep[353]     1.447291e+01  1.456553e+01  1.483302e+01
  y_rep[354]     1.533361e+01  1.541457e+01  1.567702e+01
  y_rep[355]     1.535219e+01  1.544558e+01  1.576970e+01
  y_rep[356]     1.539453e+01  1.548461e+01  1.581471e+01
  y_rep[357]     1.733662e+01  1.743868e+01  1.776703e+01
  y_rep[358]     1.906433e+01  1.916158e+01  1.951445e+01
  y_rep[359]     1.820614e+01  1.829955e+01  1.859977e+01
  y_rep[360]     1.903836e+01  1.912948e+01  1.943634e+01
  y_rep[361]     1.897201e+01  1.906065e+01  1.935744e+01
  y_rep[362]     1.910484e+01  1.919621e+01  1.949584e+01
  y_rep[363]     2.008012e+01  2.016908e+01  2.046974e+01
  y_rep[364]     2.047196e+01  2.056432e+01  2.083531e+01
  y_rep[365]     2.007797e+01  2.016316e+01  2.046806e+01
  y_rep[366]     2.030739e+01  2.039920e+01  2.067526e+01
  y_rep[367]     2.104195e+01  2.112879e+01  2.141169e+01
  y_rep[368]     2.094021e+01  2.103417e+01  2.130746e+01
  y_rep[369]     2.142315e+01  2.151293e+01  2.179125e+01
  y_rep[370]     2.182065e+01  2.190860e+01  2.225374e+01
  y_rep[371]     2.137117e+01  2.145951e+01  2.176983e+01
  y_rep[372]     2.195967e+01  2.204283e+01  2.235149e+01
  y_rep[373]     2.218995e+01  2.228210e+01  2.257886e+01
  y_rep[374]     2.191464e+01  2.200543e+01  2.229322e+01
  y_rep[375]     2.195798e+01  2.204620e+01  2.241304e+01
  y_rep[376]     2.207121e+01  2.215284e+01  2.246432e+01
  y_rep[377]     2.194080e+01  2.202818e+01  2.231443e+01
  y_rep[378]     2.189731e+01  2.198513e+01  2.231640e+01
  y_rep[379]     2.158014e+01  2.166905e+01  2.198073e+01
  y_rep[380]     1.954318e+01  1.963262e+01  1.988964e+01
  y_rep[381]     1.995777e+01  2.005332e+01  2.033508e+01
  y_rep[382]     2.066163e+01  2.074994e+01  2.104872e+01
  y_rep[383]     2.031697e+01  2.040535e+01  2.070202e+01
  y_rep[384]     1.999496e+01  2.010299e+01  2.043420e+01
  y_rep[385]     1.979542e+01  1.988890e+01  2.019868e+01
  y_rep[386]     1.936297e+01  1.944487e+01  1.972253e+01
  y_rep[387]     1.985197e+01  1.994834e+01  2.028804e+01
  y_rep[388]     2.034229e+01  2.043563e+01  2.074967e+01
  y_rep[389]     2.002389e+01  2.011195e+01  2.035337e+01
  y_rep[390]     1.946418e+01  1.955166e+01  1.984554e+01
  y_rep[391]     1.928592e+01  1.938170e+01  1.970182e+01
  y_rep[392]     1.860593e+01  1.870004e+01  1.902719e+01
  y_rep[393]     1.892710e+01  1.901991e+01  1.933876e+01
  y_rep[394]     1.894898e+01  1.903236e+01  1.931419e+01
  y_rep[395]     1.859388e+01  1.868030e+01  1.902322e+01
  y_rep[396]     1.810044e+01  1.819314e+01  1.851611e+01
  y_rep[397]     1.803654e+01  1.813268e+01  1.843043e+01
  y_rep[398]     1.803539e+01  1.813147e+01  1.843913e+01
  y_rep[399]     1.790506e+01  1.799796e+01  1.828524e+01
  y_rep[400]     1.750624e+01  1.759949e+01  1.793553e+01
  y_rep[401]     1.768825e+01  1.777653e+01  1.809647e+01
  y_rep[402]     1.757997e+01  1.766332e+01  1.794073e+01
  y_rep[403]     1.726941e+01  1.736186e+01  1.766444e+01
  y_rep[404]     1.675109e+01  1.684448e+01  1.715481e+01
  y_rep[405]     1.595858e+01  1.605106e+01  1.634167e+01
  y_rep[406]     1.609136e+01  1.617563e+01  1.646836e+01
  y_rep[407]     1.639821e+01  1.648939e+01  1.678258e+01
  y_rep[408]     1.621553e+01  1.630575e+01  1.656354e+01
  y_rep[409]     1.594878e+01  1.603920e+01  1.636456e+01
  y_rep[410]     1.537595e+01  1.546724e+01  1.575918e+01
  y_rep[411]     1.515642e+01  1.524349e+01  1.555770e+01
  y_rep[412]     1.532931e+01  1.542641e+01  1.572586e+01
  y_rep[413]     1.532148e+01  1.541716e+01  1.575623e+01
  y_rep[414]     1.502643e+01  1.510834e+01  1.541295e+01
  y_rep[415]     1.496578e+01  1.505687e+01  1.534939e+01
  y_rep[416]     1.511953e+01  1.520908e+01  1.554617e+01
  y_rep[417]     1.482100e+01  1.491251e+01  1.518126e+01
  y_rep[418]     1.506288e+01  1.516503e+01  1.547357e+01
  y_rep[419]     1.607206e+01  1.616516e+01  1.645194e+01
  y_rep[420]     1.586916e+01  1.595727e+01  1.624761e+01
  y_rep[421]     1.565217e+01  1.574057e+01  1.602187e+01
  y_rep[422]     1.527926e+01  1.537757e+01  1.572564e+01
  y_rep[423]     1.492720e+01  1.501959e+01  1.532043e+01
  y_rep[424]     1.543140e+01  1.552870e+01  1.579857e+01
  y_rep[425]     1.590000e+01  1.599682e+01  1.631014e+01
  y_rep[426]     1.588595e+01  1.598082e+01  1.628941e+01
  y_rep[427]     1.590553e+01  1.600372e+01  1.631315e+01
  y_rep[428]     1.602329e+01  1.611717e+01  1.648168e+01
  y_rep[429]     1.571311e+01  1.580412e+01  1.612116e+01
  y_rep[430]     1.578936e+01  1.587987e+01  1.617520e+01
  y_rep[431]     1.612747e+01  1.622732e+01  1.654031e+01
  y_rep[432]     1.592090e+01  1.601401e+01  1.629732e+01
  y_rep[433]     1.618342e+01  1.628000e+01  1.659689e+01
  y_rep[434]     1.646959e+01  1.655825e+01  1.684034e+01
  y_rep[435]     1.618049e+01  1.627236e+01  1.660230e+01
  y_rep[436]     1.590920e+01  1.599665e+01  1.635372e+01
  y_rep[437]     1.630567e+01  1.640112e+01  1.664867e+01
  y_rep[438]     1.592084e+01  1.600384e+01  1.635186e+01
  y_rep[439]     1.571795e+01  1.580629e+01  1.607888e+01
  y_rep[440]     1.576728e+01  1.585228e+01  1.613108e+01
  y_rep[441]     1.563358e+01  1.572387e+01  1.599127e+01
  y_rep[442]     1.528722e+01  1.536871e+01  1.570490e+01
  y_rep[443]     1.549947e+01  1.559862e+01  1.591518e+01
  y_rep[444]     1.517741e+01  1.526110e+01  1.562620e+01
  y_rep[445]     1.512282e+01  1.520789e+01  1.551445e+01
  y_rep[446]     1.572282e+01  1.581886e+01  1.611570e+01
  y_rep[447]     1.567827e+01  1.577826e+01  1.607331e+01
  y_rep[448]     1.470638e+01  1.479684e+01  1.510657e+01
  y_rep[449]     1.487904e+01  1.496356e+01  1.524606e+01
  y_rep[450]     1.467628e+01  1.476990e+01  1.502121e+01
  y_rep[451]     1.444079e+01  1.453508e+01  1.482533e+01
  y_rep[452]     1.434929e+01  1.443727e+01  1.472658e+01
  y_rep[453]     1.398927e+01  1.407924e+01  1.437107e+01
  y_rep[454]     1.362993e+01  1.372214e+01  1.400881e+01
  y_rep[455]     1.483732e+01  1.492258e+01  1.526821e+01
  y_rep[456]     1.489050e+01  1.497814e+01  1.528956e+01
  y_rep[457]     1.472552e+01  1.482249e+01  1.512335e+01
  y_rep[458]     1.486867e+01  1.494945e+01  1.527273e+01
  y_rep[459]     1.493952e+01  1.502809e+01  1.532800e+01
  y_rep[460]     1.444505e+01  1.453404e+01  1.484804e+01
  y_rep[461]     1.480317e+01  1.490317e+01  1.526008e+01
  y_rep[462]     1.457278e+01  1.466034e+01  1.495172e+01
  y_rep[463]     1.412889e+01  1.422313e+01  1.451554e+01
  y_rep[464]     1.412988e+01  1.422799e+01  1.452506e+01
  y_rep[465]     1.383543e+01  1.393031e+01  1.422714e+01
  y_rep[466]     1.385194e+01  1.394194e+01  1.425049e+01
  y_rep[467]     1.541871e+01  1.551110e+01  1.579867e+01
  y_rep[468]     1.506028e+01  1.514939e+01  1.547682e+01
  y_rep[469]     1.524234e+01  1.532533e+01  1.559061e+01
  y_rep[470]     1.569345e+01  1.578971e+01  1.606786e+01
  y_rep[471]     1.596896e+01  1.606085e+01  1.632388e+01
  y_rep[472]     1.562340e+01  1.571351e+01  1.602267e+01
  y_rep[473]     1.908711e+01  1.918670e+01  1.945010e+01
  y_rep[474]     2.213692e+01  2.223100e+01  2.252939e+01
  y_rep[475]     2.179212e+01  2.188218e+01  2.218676e+01
  y_rep[476]     2.182571e+01  2.192187e+01  2.221642e+01
  y_rep[477]     2.156518e+01  2.166524e+01  2.198646e+01
  y_rep[478]     2.060789e+01  2.070042e+01  2.097249e+01
  y_rep[479]     2.144773e+01  2.153618e+01  2.181746e+01
  y_rep[480]     2.124183e+01  2.133570e+01  2.164186e+01
  y_rep[481]     2.108514e+01  2.117910e+01  2.148977e+01
  y_rep[482]     2.102170e+01  2.110978e+01  2.139238e+01
  y_rep[483]     2.127731e+01  2.137148e+01  2.166949e+01
  y_rep[484]     2.132211e+01  2.141576e+01  2.174615e+01
  y_rep[485]     2.159504e+01  2.168389e+01  2.202381e+01
  y_rep[486]     2.179129e+01  2.187620e+01  2.215679e+01
  y_rep[487]     2.142026e+01  2.150468e+01  2.183914e+01
  y_rep[488]     2.238161e+01  2.247391e+01  2.281595e+01
  y_rep[489]     2.215797e+01  2.225006e+01  2.254994e+01
  y_rep[490]     2.145816e+01  2.155377e+01  2.182862e+01
  y_rep[491]     2.149787e+01  2.159077e+01  2.189999e+01
  y_rep[492]     2.119595e+01  2.129077e+01  2.156689e+01
  y_rep[493]     2.076308e+01  2.085593e+01  2.115712e+01
  y_rep[494]     2.113863e+01  2.123357e+01  2.155372e+01
  y_rep[495]     2.097925e+01  2.107834e+01  2.135016e+01
  y_rep[496]     1.907046e+01  1.916294e+01  1.945829e+01
  y_rep[497]     1.584344e+01  1.593781e+01  1.626281e+01
  y_rep[498]     1.644285e+01  1.654684e+01  1.682403e+01
  y_rep[499]     1.663467e+01  1.672553e+01  1.701943e+01
  y_rep[500]     1.570548e+01  1.579568e+01  1.608290e+01
  y_rep[501]     1.585314e+01  1.594260e+01  1.622176e+01
  y_rep[502]     1.543408e+01  1.552625e+01  1.583119e+01
  y_rep[503]     1.562856e+01  1.571519e+01  1.602281e+01
  y_rep[504]     1.565376e+01  1.574992e+01  1.609615e+01
  y_rep[505]     1.526516e+01  1.535162e+01  1.566567e+01
  y_rep[506]     1.495354e+01  1.504142e+01  1.537102e+01
  y_rep[507]     1.478037e+01  1.487776e+01  1.520009e+01
  y_rep[508]     1.420322e+01  1.430104e+01  1.456677e+01
  y_rep[509]     1.448785e+01  1.458216e+01  1.490670e+01
  y_rep[510]     1.414216e+01  1.423066e+01  1.453193e+01
  y_rep[511]     1.356609e+01  1.366222e+01  1.400009e+01
  y_rep[512]     1.369725e+01  1.378758e+01  1.408915e+01
  y_rep[513]     1.327327e+01  1.336266e+01  1.363325e+01
  y_rep[514]     1.284009e+01  1.293576e+01  1.325758e+01
  y_rep[515]     1.288235e+01  1.297044e+01  1.328046e+01
  y_rep[516]     1.319934e+01  1.329494e+01  1.361461e+01
  y_rep[517]     1.280550e+01  1.289605e+01  1.320201e+01
  y_rep[518]     1.302059e+01  1.311138e+01  1.340811e+01
  y_rep[519]     1.298149e+01  1.307189e+01  1.335175e+01
  y_rep[520]     1.238397e+01  1.247842e+01  1.278493e+01
  y_rep[521]     1.270072e+01  1.279616e+01  1.310405e+01
  y_rep[522]     1.256474e+01  1.265420e+01  1.297289e+01
  y_rep[523]     1.234003e+01  1.242553e+01  1.270083e+01
  y_rep[524]     1.218496e+01  1.227276e+01  1.259218e+01
  y_rep[525]     1.229285e+01  1.238811e+01  1.265977e+01
  y_rep[526]     1.179578e+01  1.188329e+01  1.219912e+01
  y_rep[527]     1.173193e+01  1.181978e+01  1.212535e+01
  y_rep[528]     1.223920e+01  1.233372e+01  1.265567e+01
  y_rep[529]     1.199462e+01  1.208973e+01  1.238757e+01
  y_rep[530]     1.228882e+01  1.237247e+01  1.268737e+01
  y_rep[531]     1.210411e+01  1.219563e+01  1.250298e+01
  y_rep[532]     1.145583e+01  1.154792e+01  1.177929e+01
  y_rep[533]     1.172185e+01  1.180488e+01  1.210418e+01
  y_rep[534]     1.187393e+01  1.196491e+01  1.228272e+01
  y_rep[535]     1.166876e+01  1.176621e+01  1.203110e+01
  y_rep[536]     1.265566e+01  1.275091e+01  1.304469e+01
  y_rep[537]     1.226073e+01  1.234903e+01  1.268379e+01
  y_rep[538]     1.182809e+01  1.191834e+01  1.226372e+01
  y_rep[539]     1.186790e+01  1.195851e+01  1.226716e+01
  y_rep[540]     1.155800e+01  1.164787e+01  1.199137e+01
  y_rep[541]     1.149426e+01  1.158248e+01  1.191135e+01
  y_rep[542]     1.158413e+01  1.166954e+01  1.194428e+01
  y_rep[543]     1.133947e+01  1.143028e+01  1.171501e+01
  y_rep[544]     1.113525e+01  1.122122e+01  1.152260e+01
  y_rep[545]     1.170322e+01  1.179113e+01  1.208195e+01
  y_rep[546]     1.131905e+01  1.140703e+01  1.169896e+01
  y_rep[547]     1.137392e+01  1.146801e+01  1.176981e+01
  y_rep[548]     1.129642e+01  1.138289e+01  1.172795e+01
  y_rep[549]     1.161808e+01  1.171078e+01  1.201857e+01
  y_rep[550]     1.155020e+01  1.163366e+01  1.192258e+01
  y_rep[551]     1.125744e+01  1.135560e+01  1.167355e+01
  y_rep[552]     1.099171e+01  1.108206e+01  1.139007e+01
  y_rep[553]     1.085170e+01  1.093954e+01  1.123206e+01
  y_rep[554]     1.103498e+01  1.112652e+01  1.138836e+01
  y_rep[555]     1.097646e+01  1.106504e+01  1.138419e+01
  y_rep[556]     1.042632e+01  1.051470e+01  1.085143e+01
  y_rep[557]     1.023750e+01  1.032719e+01  1.061388e+01
  y_rep[558]     1.033173e+01  1.041568e+01  1.073588e+01
  y_rep[559]     1.005986e+01  1.014871e+01  1.045806e+01
  y_rep[560]     1.325252e+01  1.334110e+01  1.363872e+01
  y_rep[561]     1.280107e+01  1.289279e+01  1.315921e+01
  y_rep[562]     1.265330e+01  1.274448e+01  1.308515e+01
  y_rep[563]     1.299853e+01  1.308571e+01  1.340545e+01
  y_rep[564]     1.346772e+01  1.355729e+01  1.385206e+01
  y_rep[565]     1.296956e+01  1.305953e+01  1.336935e+01
  y_rep[566]     1.319979e+01  1.328623e+01  1.354179e+01
  y_rep[567]     1.291565e+01  1.300686e+01  1.329341e+01
  y_rep[568]     1.252482e+01  1.260545e+01  1.286256e+01
  y_rep[569]     1.285678e+01  1.294656e+01  1.324523e+01
  y_rep[570]     1.272023e+01  1.280015e+01  1.310887e+01
  y_rep[571]     1.268084e+01  1.276914e+01  1.307769e+01
  y_rep[572]     1.231082e+01  1.240021e+01  1.268378e+01
  y_rep[573]     1.235845e+01  1.244929e+01  1.282080e+01
  y_rep[574]     1.210772e+01  1.219032e+01  1.247890e+01
  y_rep[575]     1.232278e+01  1.241348e+01  1.271312e+01
  y_rep[576]     1.205780e+01  1.214552e+01  1.242910e+01
  y_rep[577]     1.197591e+01  1.206279e+01  1.235959e+01
  y_rep[578]     1.234057e+01  1.243319e+01  1.271320e+01
  y_rep[579]     1.234789e+01  1.243247e+01  1.276525e+01
  y_rep[580]     1.203704e+01  1.212852e+01  1.240267e+01
  y_rep[581]     1.213795e+01  1.222758e+01  1.252523e+01
  y_rep[582]     1.217111e+01  1.226151e+01  1.255044e+01
  y_rep[583]     1.101548e+01  1.110698e+01  1.146280e+01
  y_rep[584]     1.106057e+01  1.115150e+01  1.143002e+01
  y_rep[585]     1.084656e+01  1.093220e+01  1.123062e+01
  y_rep[586]     1.047878e+01  1.056603e+01  1.085928e+01
  y_rep[587]     1.060215e+01  1.069261e+01  1.098703e+01
  y_rep[588]     1.123463e+01  1.131955e+01  1.165325e+01
  y_rep[589]     1.126627e+01  1.135794e+01  1.162737e+01
  y_rep[590]     1.154588e+01  1.164208e+01  1.192977e+01
  y_rep[591]     1.160590e+01  1.169205e+01  1.197731e+01
  y_rep[592]     1.770337e+01  1.782612e+01  1.813590e+01
  y_rep[593]     1.866513e+01  1.875667e+01  1.901440e+01
  y_rep[594]     1.919497e+01  1.929119e+01  1.961437e+01
  y_rep[595]     1.858848e+01  1.867417e+01  1.898845e+01
  y_rep[596]     1.907751e+01  1.917522e+01  1.948165e+01
  y_rep[597]     1.943113e+01  1.952721e+01  1.984234e+01
  y_rep[598]     1.928876e+01  1.937800e+01  1.965946e+01
  y_rep[599]     1.959871e+01  1.968730e+01  1.996958e+01
  y_rep[600]     1.938724e+01  1.947949e+01  1.978067e+01
  y_rep[601]     1.947467e+01  1.956306e+01  1.987500e+01
  y_rep[602]     1.958377e+01  1.967392e+01  1.996239e+01
  y_rep[603]     2.043205e+01  2.052369e+01  2.085674e+01
  y_rep[604]     2.019213e+01  2.028656e+01  2.066316e+01
  y_rep[605]     2.001371e+01  2.010281e+01  2.039847e+01
  y_rep[606]     2.036728e+01  2.045865e+01  2.072175e+01
  y_rep[607]     2.040618e+01  2.049244e+01  2.077906e+01
  y_rep[608]     2.043266e+01  2.052708e+01  2.084237e+01
  y_rep[609]     2.071507e+01  2.080821e+01  2.113325e+01
  y_rep[610]     2.038772e+01  2.047516e+01  2.078470e+01
  y_rep[611]     2.072709e+01  2.081641e+01  2.111830e+01
  y_rep[612]     2.042431e+01  2.051267e+01  2.079812e+01
  y_rep[613]     2.009872e+01  2.019196e+01  2.046748e+01
  y_rep[614]     1.823884e+01  1.834292e+01  1.864086e+01
  y_rep[615]     1.640065e+01  1.650021e+01  1.677794e+01
  y_rep[616]     1.542587e+01  1.551352e+01  1.579308e+01
  y_rep[617]     1.567681e+01  1.576959e+01  1.602694e+01
  y_rep[618]     1.520666e+01  1.530826e+01  1.557542e+01
  y_rep[619]     1.466156e+01  1.475223e+01  1.504019e+01
  y_rep[620]     1.465006e+01  1.475006e+01  1.512797e+01
  y_rep[621]     1.474304e+01  1.483380e+01  1.512649e+01
  y_rep[622]     1.525834e+01  1.535079e+01  1.566775e+01
  y_rep[623]     1.541747e+01  1.550447e+01  1.577403e+01
  y_rep[624]     1.513773e+01  1.522382e+01  1.554899e+01
  y_rep[625]     1.509117e+01  1.518103e+01  1.546313e+01
  y_rep[626]     1.453010e+01  1.462044e+01  1.489042e+01
  y_rep[627]     1.439651e+01  1.447642e+01  1.474991e+01
  y_rep[628]     1.409686e+01  1.418324e+01  1.454378e+01
  y_rep[629]     1.380087e+01  1.388799e+01  1.419158e+01
  y_rep[630]     1.377364e+01  1.386529e+01  1.414974e+01
  y_rep[631]     1.335603e+01  1.343973e+01  1.375735e+01
  y_rep[632]     1.339166e+01  1.348256e+01  1.380051e+01
  y_rep[633]     1.343099e+01  1.352314e+01  1.380821e+01
  y_rep[634]     1.323687e+01  1.332833e+01  1.361126e+01
  y_rep[635]     1.276498e+01  1.285523e+01  1.317522e+01
  y_rep[636]     1.268402e+01  1.277160e+01  1.307147e+01
  y_rep[637]     1.226201e+01  1.235508e+01  1.268148e+01
  y_rep[638]     1.275238e+01  1.284508e+01  1.313938e+01
  y_rep[639]     1.297623e+01  1.307348e+01  1.338852e+01
  y_rep[640]     1.279470e+01  1.287663e+01  1.315827e+01
  y_rep[641]     1.257375e+01  1.266055e+01  1.294082e+01
  y_rep[642]     1.280569e+01  1.289252e+01  1.317631e+01
  y_rep[643]     1.250893e+01  1.259815e+01  1.288221e+01
  y_rep[644]     1.234082e+01  1.243162e+01  1.267245e+01
  y_rep[645]     1.233557e+01  1.242470e+01  1.273809e+01
  y_rep[646]     1.193963e+01  1.202558e+01  1.231632e+01
  y_rep[647]     1.194071e+01  1.203787e+01  1.237790e+01
  y_rep[648]     1.204349e+01  1.213408e+01  1.246335e+01
  y_rep[649]     1.238438e+01  1.247161e+01  1.280689e+01
  y_rep[650]     1.243161e+01  1.251992e+01  1.278934e+01
  y_rep[651]     1.253227e+01  1.262574e+01  1.295184e+01
  y_rep[652]     1.246028e+01  1.254309e+01  1.284521e+01
  y_rep[653]     1.248105e+01  1.256232e+01  1.288476e+01
  y_rep[654]     1.250190e+01  1.260343e+01  1.290190e+01
  y_rep[655]     1.253791e+01  1.262633e+01  1.293316e+01
  y_rep[656]     1.248728e+01  1.257812e+01  1.286364e+01
  y_rep[657]     1.251746e+01  1.261328e+01  1.293513e+01
  y_rep[658]     1.252440e+01  1.262191e+01  1.294879e+01
  y_rep[659]     1.256535e+01  1.265873e+01  1.300886e+01
  y_rep[660]     1.235780e+01  1.244737e+01  1.273700e+01
  y_rep[661]     1.200217e+01  1.209459e+01  1.235210e+01
  y_rep[662]     1.212901e+01  1.221818e+01  1.251558e+01
  y_rep[663]     1.211714e+01  1.220287e+01  1.252996e+01
  y_rep[664]     1.243815e+01  1.252921e+01  1.282598e+01
  y_rep[665]     1.272721e+01  1.282167e+01  1.308503e+01
  y_rep[666]     1.220817e+01  1.229759e+01  1.262892e+01
  y_rep[667]     1.242463e+01  1.251043e+01  1.281376e+01
  y_rep[668]     1.205675e+01  1.215398e+01  1.242463e+01
  y_rep[669]     1.187764e+01  1.196896e+01  1.225286e+01
  y_rep[670]     1.207916e+01  1.216763e+01  1.252401e+01
  y_rep[671]     1.237067e+01  1.246222e+01  1.277729e+01
  y_rep[672]     1.214024e+01  1.223184e+01  1.253256e+01
  y_rep[673]     1.185794e+01  1.194810e+01  1.226007e+01
  y_rep[674]     1.191747e+01  1.200978e+01  1.231762e+01
  y_rep[675]     1.177715e+01  1.186493e+01  1.211432e+01
  y_rep[676]     1.191080e+01  1.199896e+01  1.226522e+01
  y_rep[677]     1.206741e+01  1.215374e+01  1.243979e+01
  y_rep[678]     1.152826e+01  1.162256e+01  1.200013e+01
  y_rep[679]     1.151251e+01  1.160248e+01  1.189789e+01
  y_rep[680]     1.110628e+01  1.120270e+01  1.148201e+01
  y_rep[681]     1.090097e+01  1.099668e+01  1.134052e+01
  y_rep[682]     1.123539e+01  1.132724e+01  1.163939e+01
  y_rep[683]     1.150834e+01  1.160517e+01  1.192236e+01
  y_rep[684]     1.125525e+01  1.134822e+01  1.164110e+01
  y_rep[685]     1.103563e+01  1.112435e+01  1.143417e+01
  y_rep[686]     1.088236e+01  1.098078e+01  1.131357e+01
  y_rep[687]     1.061594e+01  1.070341e+01  1.097528e+01
  y_rep[688]     1.095900e+01  1.105351e+01  1.137010e+01
  y_rep[689]     1.077155e+01  1.086261e+01  1.113286e+01
  y_rep[690]     1.090455e+01  1.098800e+01  1.130841e+01
  y_rep[691]     1.090219e+01  1.098799e+01  1.128808e+01
  y_rep[692]     1.100482e+01  1.109502e+01  1.142911e+01
  y_rep[693]     1.068084e+01  1.077414e+01  1.109735e+01
  y_rep[694]     1.066657e+01  1.075390e+01  1.106722e+01
  y_rep[695]     1.059349e+01  1.068571e+01  1.102738e+01
  y_rep[696]     1.046684e+01  1.055989e+01  1.089202e+01
  y_rep[697]     1.032429e+01  1.040818e+01  1.066747e+01
  y_rep[698]     1.015640e+01  1.023958e+01  1.054689e+01
  y_rep[699]     1.044119e+01  1.052843e+01  1.084730e+01
  y_rep[700]     1.113674e+01  1.122977e+01  1.150060e+01
  y_rep[701]     1.102922e+01  1.111412e+01  1.136504e+01
  y_rep[702]     1.086269e+01  1.094997e+01  1.126386e+01
  y_rep[703]     1.093593e+01  1.102253e+01  1.138415e+01
  y_rep[704]     1.087700e+01  1.096243e+01  1.130544e+01
  y_rep[705]     1.085213e+01  1.093839e+01  1.123759e+01
  y_rep[706]     1.074875e+01  1.083644e+01  1.116405e+01
  y_rep[707]     1.097900e+01  1.106619e+01  1.140884e+01
  y_rep[708]     1.090630e+01  1.099598e+01  1.127790e+01
  y_rep[709]     1.074427e+01  1.083640e+01  1.113954e+01
  y_rep[710]     1.075793e+01  1.084524e+01  1.117410e+01
  y_rep[711]     1.059899e+01  1.069048e+01  1.099917e+01
  y_rep[712]     1.046026e+01  1.054885e+01  1.084910e+01
  y_rep[713]     1.024548e+01  1.034260e+01  1.068495e+01
  y_rep[714]     1.013283e+01  1.022009e+01  1.053852e+01
  y_rep[715]     1.001329e+01  1.011213e+01  1.038216e+01
  y_rep[716]     1.010709e+01  1.019953e+01  1.053029e+01
  y_rep[717]     9.794970e+00  9.877566e+00  1.018488e+01
  y_rep[718]     9.680130e+00  9.763318e+00  1.005801e+01
  y_rep[719]     1.004519e+01  1.014558e+01  1.050158e+01
  y_rep[720]     1.009299e+01  1.018924e+01  1.049314e+01
  y_rep[721]     1.047206e+01  1.055860e+01  1.088550e+01
  y_rep[722]     9.758757e+00  9.844449e+00  1.017940e+01
  y_rep[723]     1.015765e+01  1.024650e+01  1.056841e+01
  y_rep[724]     1.046943e+01  1.055591e+01  1.089800e+01
  y_rep[725]     1.055081e+01  1.064785e+01  1.094299e+01
  y_rep[726]     1.065584e+01  1.074909e+01  1.103526e+01
  y_rep[727]     1.035249e+01  1.044614e+01  1.076050e+01
  y_rep[728]     1.043719e+01  1.052243e+01  1.084986e+01
  y_rep[729]     1.043305e+01  1.052182e+01  1.078827e+01
  y_rep[730]     1.061754e+01  1.071095e+01  1.101607e+01
  y_rep[731]     1.060809e+01  1.070431e+01  1.099068e+01
  y_rep[732]     1.064969e+01  1.074663e+01  1.109794e+01
  y_rep[733]     1.049998e+01  1.060104e+01  1.094315e+01
  y_rep[734]     1.130792e+01  1.139801e+01  1.168573e+01
  y_rep[735]     1.161982e+01  1.170884e+01  1.197657e+01
  y_rep[736]     1.132967e+01  1.142460e+01  1.177827e+01
  y_rep[737]     1.138016e+01  1.147514e+01  1.178426e+01
  y_rep[738]     1.148238e+01  1.157404e+01  1.189594e+01
  y_rep[739]     1.138976e+01  1.147873e+01  1.179608e+01
  y_rep[740]     1.173273e+01  1.182012e+01  1.208427e+01
  y_rep[741]     1.161443e+01  1.169926e+01  1.198834e+01
  y_rep[742]     1.174795e+01  1.183541e+01  1.213139e+01
  y_rep[743]     1.176610e+01  1.186720e+01  1.213428e+01
  y_rep[744]     1.156167e+01  1.165535e+01  1.193025e+01
  y_rep[745]     1.164776e+01  1.173650e+01  1.209552e+01
  y_rep[746]     1.134282e+01  1.144312e+01  1.176207e+01
  y_rep[747]     1.093032e+01  1.102698e+01  1.134234e+01
  y_rep[748]     1.105909e+01  1.114873e+01  1.149049e+01
  y_rep[749]     1.121115e+01  1.129824e+01  1.162895e+01
  y_rep[750]     1.125245e+01  1.134825e+01  1.165698e+01
  y_rep[751]     1.084208e+01  1.093680e+01  1.129293e+01
  y_rep[752]     1.076142e+01  1.085280e+01  1.112638e+01
  y_rep[753]     1.099071e+01  1.108342e+01  1.139324e+01
  y_rep[754]     1.128370e+01  1.137470e+01  1.169005e+01
  y_rep[755]     1.155244e+01  1.164016e+01  1.194533e+01
  y_rep[756]     1.121441e+01  1.130423e+01  1.164160e+01
  y_rep[757]     1.061500e+01  1.070414e+01  1.098946e+01
  y_rep[758]     1.049468e+01  1.058962e+01  1.092892e+01
  y_rep[759]     1.071818e+01  1.080483e+01  1.114265e+01
  y_rep[760]     1.044011e+01  1.053250e+01  1.082645e+01
  y_rep[761]     1.056704e+01  1.065373e+01  1.093545e+01
  y_rep[762]     1.098295e+01  1.107073e+01  1.139792e+01
  y_rep[763]     1.050110e+01  1.058962e+01  1.087052e+01
  y_rep[764]     1.044886e+01  1.054201e+01  1.089849e+01
  y_rep[765]     1.020734e+01  1.029725e+01  1.057805e+01
  y_rep[766]     1.032146e+01  1.040798e+01  1.067936e+01
  y_rep[767]     1.012155e+01  1.021796e+01  1.052787e+01
  y_rep[768]     1.029952e+01  1.039546e+01  1.073829e+01
  y_rep[769]     1.026558e+01  1.035913e+01  1.063209e+01
  y_rep[770]     1.009613e+01  1.018435e+01  1.044740e+01
  y_rep[771]     1.026145e+01  1.034784e+01  1.066731e+01
  y_rep[772]     1.021821e+01  1.030316e+01  1.056428e+01
  y_rep[773]     1.021686e+01  1.030599e+01  1.062905e+01
  y_rep[774]     1.080607e+01  1.089804e+01  1.118463e+01
  y_rep[775]     1.061687e+01  1.070627e+01  1.104619e+01
  y_rep[776]     1.029723e+01  1.037977e+01  1.062282e+01
  y_rep[777]     1.016511e+01  1.025422e+01  1.058272e+01
  y_rep[778]     9.876797e+00  9.966963e+00  1.023661e+01
  y_rep[779]     1.038470e+01  1.047293e+01  1.072117e+01
  y_rep[780]     1.028353e+01  1.037492e+01  1.066820e+01
  y_rep[781]     1.001001e+01  1.009880e+01  1.036689e+01
  y_rep[782]     1.014051e+01  1.022405e+01  1.053951e+01
  y_rep[783]     9.919044e+00  1.000527e+01  1.027177e+01
  y_rep[784]     9.896889e+00  9.985987e+00  1.029882e+01
  y_rep[785]     9.653495e+00  9.742790e+00  1.003258e+01
  y_rep[786]     9.615057e+00  9.714629e+00  9.968683e+00
  y_rep[787]     9.561692e+00  9.647247e+00  9.937296e+00
  y_rep[788]     1.000241e+01  1.010315e+01  1.040688e+01
  y_rep[789]     1.047992e+01  1.057561e+01  1.085851e+01
  y_rep[790]     1.029795e+01  1.039345e+01  1.064966e+01
  y_rep[791]     1.004566e+01  1.013264e+01  1.040515e+01
  y_rep[792]     1.010165e+01  1.019149e+01  1.050695e+01
  y_rep[793]     1.002134e+01  1.010541e+01  1.043467e+01
  y_rep[794]     1.059098e+01  1.068347e+01  1.104154e+01
  y_rep[795]     1.045938e+01  1.054860e+01  1.085311e+01
  y_rep[796]     1.017014e+01  1.026377e+01  1.057724e+01
  y_rep[797]     1.003021e+01  1.012540e+01  1.038438e+01
  y_rep[798]     1.033969e+01  1.042674e+01  1.072502e+01
  y_rep[799]     1.044873e+01  1.054291e+01  1.089745e+01
  y_rep[800]     1.033782e+01  1.042698e+01  1.070279e+01
  y_rep[801]     1.035316e+01  1.044070e+01  1.074407e+01
  y_rep[802]     9.882977e+00  9.972295e+00  1.033357e+01
  y_rep[803]     9.942468e+00  1.003411e+01  1.033035e+01
  y_rep[804]     1.036600e+01  1.045083e+01  1.076162e+01
  y_rep[805]     1.021049e+01  1.029048e+01  1.058938e+01
  y_rep[806]     1.026110e+01  1.034702e+01  1.061597e+01
  y_rep[807]     1.032451e+01  1.040614e+01  1.073013e+01
  y_rep[808]     1.025598e+01  1.034129e+01  1.062461e+01
  y_rep[809]     1.021093e+01  1.030493e+01  1.061610e+01
  y_rep[810]     1.059130e+01  1.068564e+01  1.100404e+01
  y_rep[811]     1.001659e+01  1.011711e+01  1.038263e+01
  y_rep[812]     9.550330e+00  9.636981e+00  9.909370e+00
  y_rep[813]     9.821093e+00  9.907785e+00  1.024113e+01
  y_rep[814]     1.014479e+01  1.023232e+01  1.055095e+01
  y_rep[815]     9.863981e+00  9.954730e+00  1.026984e+01
  y_rep[816]     1.012506e+01  1.021611e+01  1.054855e+01
  y_rep[817]     9.662514e+00  9.752276e+00  1.000464e+01
  y_rep[818]     9.607012e+00  9.693798e+00  9.990316e+00
  y_rep[819]     9.632575e+00  9.721205e+00  1.010434e+01
  y_rep[820]     9.468469e+00  9.561984e+00  9.886894e+00
  y_rep[821]     9.410858e+00  9.505969e+00  9.833859e+00
  y_rep[822]     9.675963e+00  9.765073e+00  1.003973e+01
  y_rep[823]     9.619597e+00  9.712145e+00  1.001793e+01
  y_rep[824]     9.476789e+00  9.567426e+00  9.880664e+00
  y_rep[825]     9.252893e+00  9.349029e+00  9.695335e+00
  y_rep[826]     9.727447e+00  9.822692e+00  1.012428e+01
  y_rep[827]     9.781231e+00  9.867974e+00  1.021231e+01
  y_rep[828]     9.528457e+00  9.614463e+00  9.913246e+00
  y_rep[829]     9.496377e+00  9.576391e+00  9.868367e+00
  y_rep[830]     9.673398e+00  9.761132e+00  1.009164e+01
  y_rep[831]     9.656171e+00  9.747703e+00  1.002732e+01
  y_rep[832]     9.888214e+00  9.977964e+00  1.025516e+01
  y_rep[833]     9.847802e+00  9.932055e+00  1.022413e+01
  y_rep[834]     9.998139e+00  1.008955e+01  1.039829e+01
  y_rep[835]     1.009740e+01  1.018746e+01  1.049950e+01
  y_rep[836]     1.012096e+01  1.020782e+01  1.057868e+01
  y_rep[837]     1.017678e+01  1.026746e+01  1.055321e+01
  y_rep[838]     1.006331e+01  1.015347e+01  1.043425e+01
  y_rep[839]     9.844103e+00  9.938534e+00  1.026816e+01
  y_rep[840]     9.826418e+00  9.917706e+00  1.020472e+01
  y_rep[841]     1.011041e+01  1.020275e+01  1.052301e+01
  y_rep[842]     1.154305e+01  1.164819e+01  1.196084e+01
  y_rep[843]     1.121245e+01  1.130364e+01  1.161188e+01
  y_rep[844]     1.143300e+01  1.151717e+01  1.180182e+01
  y_rep[845]     1.134217e+01  1.142660e+01  1.172748e+01
  y_rep[846]     1.157262e+01  1.166021e+01  1.197468e+01
  y_rep[847]     1.193062e+01  1.202001e+01  1.231055e+01
  y_rep[848]     1.193136e+01  1.202162e+01  1.228646e+01
  y_rep[849]     1.173946e+01  1.183283e+01  1.211926e+01
  y_rep[850]     1.191661e+01  1.200191e+01  1.232631e+01
  y_rep[851]     1.199415e+01  1.209130e+01  1.244250e+01
  y_rep[852]     1.212135e+01  1.220950e+01  1.252538e+01
  y_rep[853]     1.201041e+01  1.210377e+01  1.237784e+01
  y_rep[854]     1.211399e+01  1.220803e+01  1.251072e+01
  y_rep[855]     1.201840e+01  1.210263e+01  1.242042e+01
  y_rep[856]     1.204458e+01  1.213844e+01  1.244933e+01
  y_rep[857]     1.202469e+01  1.212195e+01  1.242126e+01
  y_rep[858]     1.251582e+01  1.260835e+01  1.293920e+01
  y_rep[859]     1.199254e+01  1.207770e+01  1.234841e+01
  y_rep[860]     1.203497e+01  1.213000e+01  1.243032e+01
  y_rep[861]     1.201340e+01  1.209735e+01  1.237430e+01
  y_rep[862]     1.226296e+01  1.235350e+01  1.264390e+01
  y_rep[863]     1.228968e+01  1.238590e+01  1.270144e+01
  y_rep[864]     1.219008e+01  1.227749e+01  1.256926e+01
  y_rep[865]     1.160488e+01  1.169264e+01  1.200722e+01
  y_rep[866]     1.188301e+01  1.197798e+01  1.228587e+01
  y_rep[867]     1.215628e+01  1.224874e+01  1.259223e+01
  y_rep[868]     1.209343e+01  1.218318e+01  1.250652e+01
  y_rep[869]     1.172765e+01  1.182017e+01  1.217140e+01
  y_rep[870]     1.180898e+01  1.189313e+01  1.219448e+01
  y_rep[871]     1.258506e+01  1.267812e+01  1.302911e+01
  y_rep[872]     1.260337e+01  1.269678e+01  1.303371e+01
  y_rep[873]     1.257015e+01  1.265872e+01  1.293544e+01
  y_rep[874]     1.272974e+01  1.281814e+01  1.310644e+01
  y_rep[875]     1.249780e+01  1.257735e+01  1.286389e+01
  y_rep[876]     1.245132e+01  1.254121e+01  1.284777e+01
  y_rep[877]     1.234511e+01  1.243906e+01  1.277458e+01
  y_rep[878]     1.238076e+01  1.247142e+01  1.277339e+01
  y_rep[879]     1.236020e+01  1.245143e+01  1.275160e+01
  y_rep[880]     1.216637e+01  1.225889e+01  1.256321e+01
  y_rep[881]     1.187430e+01  1.196191e+01  1.227987e+01
  y_rep[882]     1.200012e+01  1.208452e+01  1.235421e+01
  y_rep[883]     1.184071e+01  1.192232e+01  1.225133e+01
  y_rep[884]     1.186139e+01  1.194469e+01  1.221450e+01
  y_rep[885]     1.181484e+01  1.190091e+01  1.219435e+01
  y_rep[886]     1.189415e+01  1.198691e+01  1.231574e+01
  y_rep[887]     1.175840e+01  1.184443e+01  1.213936e+01
  y_rep[888]     1.200605e+01  1.209707e+01  1.236915e+01
  y_rep[889]     1.172913e+01  1.181515e+01  1.206979e+01
  y_rep[890]     1.144831e+01  1.153840e+01  1.183044e+01
  y_rep[891]     1.151156e+01  1.159719e+01  1.188416e+01
  y_rep[892]     1.128708e+01  1.137328e+01  1.165477e+01
  y_rep[893]     1.100319e+01  1.109329e+01  1.144495e+01
  y_rep[894]     1.041356e+01  1.050300e+01  1.076478e+01
  y_rep[895]     1.010843e+01  1.018997e+01  1.052756e+01
  y_rep[896]     9.890583e+00  9.986766e+00  1.031466e+01
  y_rep[897]     9.930909e+00  1.001724e+01  1.031775e+01
  y_rep[898]     9.640556e+00  9.721290e+00  1.001720e+01
  y_rep[899]     9.784651e+00  9.876762e+00  1.022474e+01
  y_rep[900]     9.743412e+00  9.843467e+00  1.014290e+01
  y_rep[901]     9.648159e+00  9.744331e+00  1.005078e+01
  y_rep[902]     9.717594e+00  9.804834e+00  1.010554e+01
  y_rep[903]     9.856888e+00  9.945689e+00  1.022479e+01
  y_rep[904]     9.831237e+00  9.928361e+00  1.019126e+01
  y_rep[905]     9.711413e+00  9.796618e+00  1.009966e+01
  y_rep[906]     9.990089e+00  1.007899e+01  1.040448e+01
  y_rep[907]     9.619257e+00  9.703375e+00  9.967179e+00
  y_rep[908]     9.577195e+00  9.662262e+00  9.977052e+00
  y_rep[909]     9.335535e+00  9.425745e+00  9.796585e+00
  y_rep[910]     9.342417e+00  9.440473e+00  9.734050e+00
  y_rep[911]     9.319520e+00  9.405427e+00  9.687556e+00
  y_rep[912]     9.773660e+00  9.860243e+00  1.014515e+01
  y_rep[913]     9.546326e+00  9.629164e+00  9.928051e+00
  y_rep[914]     9.252900e+00  9.348944e+00  9.644064e+00
  y_rep[915]     9.701631e+00  9.788540e+00  1.015937e+01
  y_rep[916]     9.558769e+00  9.653802e+00  9.923364e+00
  y_rep[917]     9.504131e+00  9.600395e+00  9.908708e+00
  y_rep[918]     9.372327e+00  9.467679e+00  9.782667e+00
  y_rep[919]     9.375469e+00  9.474654e+00  9.782175e+00
  y_rep[920]     9.033856e+00  9.126826e+00  9.392582e+00
  y_rep[921]     9.183525e+00  9.275792e+00  9.606511e+00
  y_rep[922]     8.985022e+00  9.080612e+00  9.421534e+00
  y_rep[923]     9.006424e+00  9.105599e+00  9.417376e+00
  y_rep[924]     9.287796e+00  9.381628e+00  9.699887e+00
  y_rep[925]     9.269836e+00  9.363766e+00  9.652712e+00
  y_rep[926]     9.231405e+00  9.317628e+00  9.633682e+00
  y_rep[927]     9.269406e+00  9.360713e+00  9.657165e+00
  y_rep[928]     9.555683e+00  9.644804e+00  9.933386e+00
  y_rep[929]     9.301748e+00  9.386996e+00  9.682928e+00
  y_rep[930]     9.857250e+00  9.939670e+00  1.025402e+01
  y_rep[931]     9.900384e+00  9.986256e+00  1.031933e+01
  y_rep[932]     9.764752e+00  9.851682e+00  1.012254e+01
  y_rep[933]     9.566240e+00  9.653060e+00  9.989805e+00
  y_rep[934]     9.423453e+00  9.514231e+00  9.857169e+00
  y_rep[935]     9.421975e+00  9.510618e+00  9.834940e+00
  y_rep[936]     9.726595e+00  9.820135e+00  1.007843e+01
  y_rep[937]     9.891150e+00  9.982806e+00  1.026366e+01
  y_rep[938]     9.541823e+00  9.629867e+00  9.946377e+00
  y_rep[939]     9.544336e+00  9.641025e+00  9.937886e+00
  y_rep[940]     9.388731e+00  9.482463e+00  9.775586e+00
  y_rep[941]     9.380144e+00  9.461581e+00  9.764376e+00
  y_rep[942]     9.366013e+00  9.453306e+00  9.746368e+00
  y_rep[943]     9.540302e+00  9.634447e+00  9.929763e+00
  y_rep[944]     9.190546e+00  9.283397e+00  9.587443e+00
  y_rep[945]     9.196485e+00  9.289573e+00  9.589418e+00
  y_rep[946]     9.210363e+00  9.296567e+00  9.602757e+00
  y_rep[947]     8.828419e+00  8.917734e+00  9.223763e+00
  y_rep[948]     8.782414e+00  8.861127e+00  9.149360e+00
  y_rep[949]     8.455245e+00  8.554691e+00  8.842827e+00
  y_rep[950]     8.268998e+00  8.345484e+00  8.659514e+00
  y_rep[951]     8.129307e+00  8.224347e+00  8.556251e+00
  y_rep[952]     8.486749e+00  8.570007e+00  8.827296e+00
  y_rep[953]     8.164779e+00  8.261733e+00  8.561075e+00
  y_rep[954]     8.440940e+00  8.529785e+00  8.816692e+00
  y_rep[955]     8.494450e+00  8.578345e+00  8.857880e+00
  y_rep[956]     8.434797e+00  8.528096e+00  8.843384e+00
  y_rep[957]     8.387671e+00  8.474331e+00  8.757490e+00
  y_rep[958]     8.357490e+00  8.449150e+00  8.811876e+00
  y_rep[959]     8.210918e+00  8.304937e+00  8.611210e+00
  y_rep[960]     8.548870e+00  8.649762e+00  8.922168e+00
  y_rep[961]     8.997519e+00  9.083615e+00  9.363001e+00
  y_rep[962]     8.689720e+00  8.779215e+00  9.095610e+00
  y_rep[963]     8.732916e+00  8.820797e+00  9.151803e+00
  y_rep[964]     8.621599e+00  8.711517e+00  9.004791e+00
  y_rep[965]     9.135606e+00  9.225625e+00  9.544039e+00
  y_rep[966]     9.175062e+00  9.267068e+00  9.555272e+00
  y_rep[967]     9.308301e+00  9.391952e+00  9.715304e+00
  y_rep[968]     9.292218e+00  9.386579e+00  9.657643e+00
  y_rep[969]     9.351847e+00  9.437089e+00  9.732784e+00
  y_rep[970]     9.512588e+00  9.602495e+00  9.906760e+00
  y_rep[971]     9.993292e+00  1.008292e+01  1.035804e+01
  y_rep[972]     1.004504e+01  1.013747e+01  1.045183e+01
  y_rep[973]     1.037481e+01  1.047082e+01  1.076687e+01
  y_rep[974]     1.045626e+01  1.054771e+01  1.080169e+01
  y_rep[975]     1.052214e+01  1.061096e+01  1.092829e+01
  y_rep[976]     1.046178e+01  1.054605e+01  1.087018e+01
  y_rep[977]     1.043142e+01  1.052310e+01  1.088030e+01
  y_rep[978]     1.039094e+01  1.048223e+01  1.078124e+01
  y_rep[979]     1.104889e+01  1.113533e+01  1.146046e+01
  y_rep[980]     1.104438e+01  1.113128e+01  1.143982e+01
  y_rep[981]     1.107366e+01  1.115867e+01  1.143689e+01
  y_rep[982]     1.137878e+01  1.147033e+01  1.173389e+01
  y_rep[983]     1.153218e+01  1.163193e+01  1.194437e+01
  y_rep[984]     1.150401e+01  1.159380e+01  1.190710e+01
  y_rep[985]     1.176765e+01  1.185993e+01  1.220040e+01
  y_rep[986]     1.170774e+01  1.179892e+01  1.209983e+01
  y_rep[987]     1.166411e+01  1.175963e+01  1.206921e+01
  y_rep[988]     1.163331e+01  1.172347e+01  1.204654e+01
  y_rep[989]     1.216516e+01  1.225767e+01  1.261242e+01
  y_rep[990]     1.280180e+01  1.289302e+01  1.320345e+01
  y_rep[991]     1.283164e+01  1.292060e+01  1.320390e+01
  y_rep[992]     1.272400e+01  1.281383e+01  1.307248e+01
  y_rep[993]     1.262224e+01  1.270683e+01  1.301343e+01
  y_rep[994]     1.264887e+01  1.274983e+01  1.316717e+01
  y_rep[995]     1.260199e+01  1.268949e+01  1.295974e+01
  y_rep[996]     1.235833e+01  1.244579e+01  1.276723e+01
  y_rep[997]     1.241327e+01  1.250122e+01  1.278767e+01
  y_rep[998]     1.214073e+01  1.223102e+01  1.252385e+01
  y_rep[999]     1.210843e+01  1.219628e+01  1.249664e+01
  y_rep[1000]    1.227854e+01  1.236865e+01  1.268776e+01
  y_rep[1001]    1.224963e+01  1.234339e+01  1.267602e+01
  y_rep[1002]    1.183851e+01  1.192852e+01  1.219735e+01
  y_rep[1003]    1.226235e+01  1.234193e+01  1.263434e+01
  y_rep[1004]    1.202152e+01  1.211633e+01  1.243759e+01
  y_rep[1005]    1.172804e+01  1.182303e+01  1.212052e+01
  y_rep[1006]    1.173187e+01  1.182456e+01  1.217881e+01
  y_rep[1007]    1.192465e+01  1.201535e+01  1.230126e+01
  y_rep[1008]    1.161848e+01  1.171448e+01  1.200745e+01
  y_rep[1009]    1.156959e+01  1.165786e+01  1.192589e+01
  y_rep[1010]    1.146615e+01  1.155832e+01  1.186606e+01
  y_rep[1011]    1.129517e+01  1.138616e+01  1.170636e+01
  y_rep[1012]    1.054217e+01  1.063511e+01  1.094973e+01
  y_rep[1013]    1.038664e+01  1.048280e+01  1.075563e+01
  y_rep[1014]    1.042981e+01  1.052597e+01  1.086354e+01
  y_rep[1015]    1.035319e+01  1.044371e+01  1.072672e+01
  y_rep[1016]    1.027214e+01  1.036324e+01  1.065235e+01
  y_rep[1017]    1.019957e+01  1.029478e+01  1.060948e+01
  y_rep[1018]    1.027585e+01  1.036251e+01  1.065395e+01
  y_rep[1019]    1.053450e+01  1.063111e+01  1.091653e+01
  y_rep[1020]    1.078586e+01  1.088066e+01  1.124714e+01
  y_rep[1021]    1.110019e+01  1.119133e+01  1.152082e+01
  y_rep[1022]    1.107938e+01  1.116819e+01  1.147600e+01
  y_rep[1023]    1.072873e+01  1.081945e+01  1.112767e+01
  y_rep[1024]    1.079618e+01  1.089570e+01  1.123330e+01
  y_rep[1025]    1.129894e+01  1.139129e+01  1.167874e+01
  y_rep[1026]    1.069574e+01  1.078721e+01  1.112395e+01
  y_rep[1027]    1.069823e+01  1.078259e+01  1.110923e+01
  y_rep[1028]    1.052309e+01  1.061426e+01  1.091308e+01
  y_rep[1029]    1.066747e+01  1.075930e+01  1.106204e+01
  y_rep[1030]    1.057463e+01  1.066601e+01  1.096182e+01
  y_rep[1031]    1.047433e+01  1.055959e+01  1.084415e+01
  y_rep[1032]    1.057511e+01  1.066169e+01  1.096848e+01
  y_rep[1033]    1.069719e+01  1.079699e+01  1.111629e+01
  y_rep[1034]    1.077030e+01  1.085972e+01  1.117080e+01
  y_rep[1035]    1.071252e+01  1.081248e+01  1.111208e+01
  y_rep[1036]    1.065821e+01  1.075235e+01  1.103558e+01
  y_rep[1037]    1.086531e+01  1.096100e+01  1.124492e+01
  y_rep[1038]    1.129210e+01  1.138436e+01  1.168850e+01
  y_rep[1039]    1.146266e+01  1.155565e+01  1.184030e+01
  y_rep[1040]    1.145806e+01  1.154322e+01  1.185960e+01
  y_rep[1041]    1.131797e+01  1.141179e+01  1.177846e+01
  y_rep[1042]    1.092619e+01  1.101481e+01  1.133894e+01
  y_rep[1043]    1.089227e+01  1.097489e+01  1.129767e+01
  y_rep[1044]    1.073531e+01  1.082455e+01  1.116632e+01
  y_rep[1045]    1.096616e+01  1.105573e+01  1.132869e+01
  y_rep[1046]    1.080690e+01  1.089913e+01  1.121549e+01
  y_rep[1047]    1.069079e+01  1.077538e+01  1.107003e+01
  y_rep[1048]    1.067444e+01  1.076660e+01  1.106165e+01
  y_rep[1049]    1.058268e+01  1.067768e+01  1.095461e+01
  y_rep[1050]    1.058237e+01  1.067671e+01  1.096856e+01
  y_rep[1051]    1.081385e+01  1.090177e+01  1.124715e+01
  y_rep[1052]    1.058452e+01  1.067145e+01  1.101384e+01
  y_rep[1053]    1.022194e+01  1.031959e+01  1.064502e+01
  y_rep[1054]    1.015980e+01  1.024637e+01  1.057037e+01
  y_rep[1055]    1.013017e+01  1.021894e+01  1.049468e+01
  y_rep[1056]    9.878251e+00  9.966949e+00  1.039441e+01
  y_rep[1057]    1.006397e+01  1.015582e+01  1.042427e+01
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  y_rep[1059]    9.730849e+00  9.822521e+00  1.010408e+01
  y_rep[1060]    9.406518e+00  9.495978e+00  9.772339e+00
  y_rep[1061]    8.775551e+00  8.860664e+00  9.149141e+00
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  y_rep[1065]    9.182558e+00  9.273982e+00  9.578505e+00
  y_rep[1066]    8.727512e+00  8.823820e+00  9.086148e+00
  y_rep[1067]    8.705865e+00  8.795276e+00  9.069797e+00
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  y_rep[1070]    9.526618e+00  9.613800e+00  9.908415e+00
  y_rep[1071]    9.424492e+00  9.514204e+00  9.818249e+00
  y_rep[1072]    8.970306e+00  9.065841e+00  9.341194e+00
  y_rep[1073]    8.779398e+00  8.866759e+00  9.152288e+00
  y_rep[1074]    8.974834e+00  9.061665e+00  9.383156e+00
  y_rep[1075]    9.085315e+00  9.171212e+00  9.458240e+00
  y_rep[1076]    9.473518e+00  9.566053e+00  9.870397e+00
  y_rep[1077]    9.322950e+00  9.417142e+00  9.700089e+00
  y_rep[1078]    9.060171e+00  9.152749e+00  9.469524e+00
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  y_rep[1112]    8.765719e+00  8.859322e+00  9.190576e+00
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  y_rep[1114]    8.829548e+00  8.913339e+00  9.223031e+00
  y_rep[1115]    8.700904e+00  8.793837e+00  9.070297e+00
  y_rep[1116]    8.909822e+00  8.997513e+00  9.351955e+00
  y_rep[1117]    9.349631e+00  9.440793e+00  9.735019e+00
  y_rep[1118]    8.560443e+00  8.650309e+00  8.982051e+00
  y_rep[1119]    8.644664e+00  8.742105e+00  9.023859e+00
  y_rep[1120]    8.450384e+00  8.539212e+00  8.880727e+00
  y_rep[1121]    8.290798e+00  8.376806e+00  8.672713e+00
  y_rep[1122]    8.674305e+00  8.763884e+00  9.081101e+00
  y_rep[1123]    8.648340e+00  8.743554e+00  9.043648e+00
  y_rep[1124]    8.527475e+00  8.613946e+00  8.888860e+00
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  y_rep[1132]    9.408027e+00  9.493216e+00  9.793600e+00
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  y_rep[1136]    9.485999e+00  9.574966e+00  9.826939e+00
  y_rep[1137]    9.589404e+00  9.681381e+00  9.982264e+00
  y_rep[1138]    9.531838e+00  9.621899e+00  9.905490e+00
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  y_rep[1141]    9.305234e+00  9.394841e+00  9.668761e+00
  y_rep[1142]    9.207161e+00  9.294169e+00  9.593655e+00
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  y_rep[1146]    9.875506e+00  9.965957e+00  1.031575e+01
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  y_rep[1157]    1.104305e+01  1.113396e+01  1.141823e+01
  y_rep[1158]    1.116991e+01  1.126282e+01  1.156178e+01
  y_rep[1159]    1.104247e+01  1.112791e+01  1.140064e+01
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  y_rep[1161]    1.112292e+01  1.121338e+01  1.150330e+01
  y_rep[1162]    1.096126e+01  1.104867e+01  1.132744e+01
  y_rep[1163]    1.090022e+01  1.099393e+01  1.130697e+01
  y_rep[1164]    1.098463e+01  1.107609e+01  1.139229e+01
  y_rep[1165]    1.104542e+01  1.113148e+01  1.142332e+01
  y_rep[1166]    1.104499e+01  1.112836e+01  1.142560e+01
  y_rep[1167]    1.120690e+01  1.129284e+01  1.162933e+01
  y_rep[1168]    1.085203e+01  1.094507e+01  1.123356e+01
  y_rep[1169]    1.067866e+01  1.077326e+01  1.106421e+01
  y_rep[1170]    1.056395e+01  1.065460e+01  1.093679e+01
  y_rep[1171]    1.036779e+01  1.046809e+01  1.076817e+01
  y_rep[1172]    9.954900e+00  1.003871e+01  1.036597e+01
  y_rep[1173]    1.025920e+01  1.034110e+01  1.068279e+01
  y_rep[1174]    1.014685e+01  1.024373e+01  1.051421e+01
  y_rep[1175]    1.012900e+01  1.021764e+01  1.050254e+01
  y_rep[1176]    1.018870e+01  1.028123e+01  1.054830e+01
  y_rep[1177]    9.996748e+00  1.008678e+01  1.041149e+01
  y_rep[1178]    9.460716e+00  9.551477e+00  9.865670e+00
  y_rep[1179]    9.622801e+00  9.708136e+00  9.996404e+00
  y_rep[1180]    9.712952e+00  9.802436e+00  1.011490e+01
  y_rep[1181]    9.621749e+00  9.713823e+00  1.000766e+01
  y_rep[1182]    9.572322e+00  9.662896e+00  9.995855e+00
  y_rep[1183]    9.484553e+00  9.580915e+00  9.882391e+00
  y_rep[1184]    9.966480e+00  1.006489e+01  1.037054e+01
  y_rep[1185]    1.005783e+01  1.015063e+01  1.042989e+01
  y_rep[1186]    9.944090e+00  1.003319e+01  1.036214e+01
  y_rep[1187]    9.718811e+00  9.806030e+00  1.010964e+01
  y_rep[1188]    1.021042e+01  1.029977e+01  1.059765e+01
  y_rep[1189]    1.028855e+01  1.037836e+01  1.074650e+01
  y_rep[1190]    1.006519e+01  1.015652e+01  1.048472e+01
  y_rep[1191]    1.018905e+01  1.027825e+01  1.055502e+01
  y_rep[1192]    1.003052e+01  1.011662e+01  1.045122e+01
  y_rep[1193]    1.031341e+01  1.039618e+01  1.071088e+01
  y_rep[1194]    1.044245e+01  1.053463e+01  1.081831e+01
  y_rep[1195]    1.021863e+01  1.030564e+01  1.058780e+01
  y_rep[1196]    1.137671e+01  1.146499e+01  1.178635e+01
  y_rep[1197]    1.150971e+01  1.160167e+01  1.187112e+01
  y_rep[1198]    1.130056e+01  1.139035e+01  1.168487e+01
  y_rep[1199]    1.137688e+01  1.147117e+01  1.178744e+01
  y_rep[1200]    1.148875e+01  1.158080e+01  1.187635e+01
  y_rep[1201]    1.127984e+01  1.137722e+01  1.165708e+01
  y_rep[1202]    1.110374e+01  1.119427e+01  1.149525e+01
  y_rep[1203]    1.121725e+01  1.130961e+01  1.162529e+01
  y_rep[1204]    1.101935e+01  1.110925e+01  1.140501e+01
  y_rep[1205]    1.100491e+01  1.109415e+01  1.145055e+01
  y_rep[1206]    1.105443e+01  1.114563e+01  1.145561e+01
  y_rep[1207]    1.090807e+01  1.100149e+01  1.132894e+01
  y_rep[1208]    1.086231e+01  1.095676e+01  1.123242e+01
  y_rep[1209]    1.100763e+01  1.109394e+01  1.140352e+01
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  log_lik[1355]  1.026895e+00  1.056053e+00  1.105444e+00
  log_lik[1356]  1.140913e+00  1.159880e+00  1.200080e+00
  log_lik[1357]  6.514243e-01  6.802759e-01  7.315945e-01
  log_lik[1358] -1.282608e+00 -1.244223e+00 -1.169677e+00
  log_lik[1359]  8.442190e-01  8.728140e-01  9.297564e-01
  log_lik[1360]  1.985939e-01  2.352395e-01  3.082460e-01
  log_lik[1361] -5.236773e-01 -4.795416e-01 -3.915983e-01
  log_lik[1362]  5.743752e-01  6.157677e-01  6.839302e-01
  log_lik[1363]  9.592196e-01  9.854249e-01  1.035301e+00
  log_lik[1364]  7.294698e-01  7.707199e-01  8.408800e-01
  log_lik[1365] -1.874446e+00 -1.830696e+00 -1.752191e+00
  log_lik[1366]  1.140853e+00  1.159496e+00  1.199860e+00
  log_lik[1367]  9.459612e-01  9.765932e-01  1.022890e+00
  log_lik[1368]  9.509878e-01  9.773627e-01  1.026739e+00
  log_lik[1369]  1.093747e+00  1.114161e+00  1.156660e+00
  log_lik[1370]  7.661320e-01  8.095989e-01  8.832659e-01
  log_lik[1371] -4.887757e-01 -4.325759e-01 -3.260444e-01
  log_lik[1372]  9.897133e-01  1.017795e+00  1.064896e+00
  log_lik[1373] -1.941010e-01 -1.469800e-01 -6.039805e-02
  log_lik[1374]  1.130808e+00  1.150153e+00  1.191315e+00
  log_lik[1375]  7.384298e-01  7.711401e-01  8.319385e-01
  log_lik[1376]  7.856551e-01  8.190266e-01  8.795359e-01
  log_lik[1377]  9.653144e-01  9.919471e-01  1.040892e+00
  log_lik[1378]  7.763502e-01  8.101096e-01  8.709955e-01
  log_lik[1379]  1.139090e+00  1.158055e+00  1.198522e+00
  log_lik[1380]  9.490856e-01  9.839251e-01  1.046801e+00
  log_lik[1381]  4.677086e-01  5.132228e-01  5.946479e-01
  log_lik[1382]  1.845674e-01  2.232981e-01  2.942945e-01
  log_lik[1383]  8.753794e-01  9.126112e-01  9.776525e-01
  log_lik[1384]  1.135727e+00  1.155310e+00  1.195673e+00
  log_lik[1385]  1.067672e+00  1.091673e+00  1.136640e+00
  log_lik[1386]  4.032080e-01  4.424598e-01  5.147499e-01
  log_lik[1387]  1.014140e+00  1.036673e+00  1.082237e+00
  log_lik[1388]  1.085451e+00  1.106858e+00  1.150060e+00
  log_lik[1389]  1.010097e+00  1.038224e+00  1.093506e+00
  log_lik[1390]  1.125392e+00  1.145381e+00  1.188593e+00
  log_lik[1391]  1.118707e+00  1.137972e+00  1.181213e+00
  log_lik[1392]  1.115639e+00  1.135922e+00  1.179194e+00
  log_lik[1393]  1.134781e+00  1.154124e+00  1.196459e+00
  log_lik[1394]  5.179951e-01  5.600020e-01  6.312770e-01
  log_lik[1395]  7.784479e-01  8.123337e-01  8.728164e-01
  log_lik[1396] -2.029840e-01 -1.443513e-01 -4.840563e-02
  log_lik[1397] -1.018511e-01 -5.491681e-02  2.750367e-02
  log_lik[1398] -4.753084e-01 -4.252005e-01 -3.346678e-01
  log_lik[1399] -1.831683e+00 -1.762118e+00 -1.627763e+00
  log_lik[1400]  7.289507e-01  7.655699e-01  8.307404e-01
  log_lik[1401] -9.263270e-01 -8.743110e-01 -7.776231e-01
  log_lik[1402]  9.592596e-01  9.885014e-01  1.040450e+00
  log_lik[1403] -2.016566e-01 -1.641147e-01 -8.831279e-02
  log_lik[1404]  8.224944e-01  8.496697e-01  9.015025e-01
  log_lik[1405]  1.126649e+00  1.146530e+00  1.188233e+00
  log_lik[1406]  9.783645e-01  1.003649e+00  1.050789e+00
  log_lik[1407]  8.435841e-01  8.706749e-01  9.189291e-01
  log_lik[1408]  1.140644e+00  1.159127e+00  1.200224e+00
  log_lik[1409]  1.075863e+00  1.097249e+00  1.142706e+00
  log_lik[1410] -1.837332e+00 -1.789499e+00 -1.694414e+00
  log_lik[1411]  1.139781e+00  1.157537e+00  1.199851e+00
  log_lik[1412] -1.037239e-01 -5.418166e-02  3.932265e-02
  log_lik[1413] -1.097677e+00 -1.059319e+00 -9.800536e-01
  log_lik[1414]  6.484979e-02  1.751532e-01  3.546193e-01
  log_lik[1415] -3.567035e+00 -3.488842e+00 -3.346592e+00
  log_lik[1416] -7.261448e-01 -6.732580e-01 -5.881338e-01
  log_lik[1417] -3.175436e-01 -2.751197e-01 -1.995418e-01
  log_lik[1418]  8.468588e-01  8.936232e-01  9.705426e-01
  log_lik[1419] -2.426511e+00 -2.350394e+00 -2.202292e+00
  log_lik[1420]  1.112528e+00  1.137972e+00  1.183824e+00
  log_lik[1421] -5.348028e-01 -4.882134e-01 -4.078096e-01
  log_lik[1422]  6.026288e-01  6.474064e-01  7.343349e-01
  log_lik[1423] -8.108152e-01 -7.516986e-01 -6.404195e-01
  log_lik[1424] -6.616339e+00 -6.449192e+00 -6.167630e+00
  log_lik[1425] -3.965952e+00 -3.855057e+00 -3.673073e+00
  log_lik[1426] -3.030556e-01 -2.310781e-01 -9.292755e-02
  log_lik[1427]  8.095458e-01  9.329583e-01  1.099286e+00
  log_lik[1428] -9.936123e-01 -8.643690e-01 -6.150699e-01
  log_lik[1429]  7.568085e-01  8.158005e-01  9.190223e-01
  log_lik[1430]  7.116982e-01  7.577791e-01  8.451274e-01
  log_lik[1431] -1.548845e-01 -5.602450e-02  1.326150e-01
  log_lik[1432]  6.422451e-01  7.498840e-01  9.279874e-01
  log_lik[1433] -2.503928e+00 -2.411630e+00 -2.235782e+00
  log_lik[1434]  1.058087e+00  1.086929e+00  1.135745e+00
  log_lik[1435]  2.937647e-01  3.701030e-01  4.981052e-01
  log_lik[1436]  8.981898e-01  9.537398e-01  1.040576e+00
  log_lik[1437]  1.070141e+00  1.098961e+00  1.145100e+00
  log_lik[1438] -5.066311e-01 -4.005785e-01 -2.124928e-01
  log_lik[1439] -1.170887e-01 -4.820765e-02  9.513550e-02
  log_lik[1440]  4.772587e-01  5.300268e-01  6.302897e-01
  log_lik[1441]  9.267836e-01  9.712001e-01  1.039109e+00
  log_lik[1442]  1.092381e+00  1.123848e+00  1.177743e+00
  log_lik[1443]  6.631042e-01  7.138941e-01  8.057756e-01
  log_lik[1444]  2.372642e-01  3.256163e-01  4.812355e-01
  log_lik[1445] -5.539598e-01 -4.696123e-01 -3.144297e-01
  log_lik[1446]  9.957009e-01  1.033798e+00  1.098278e+00
  log_lik[1447] -6.763898e-02  4.015508e-02  2.537853e-01
  log_lik[1448]  6.105839e-01  6.508692e-01  7.191747e-01
  log_lik[1449] -6.919747e-01 -6.443903e-01 -5.583816e-01
  log_lik[1450] -5.637219e+00 -5.509855e+00 -5.281460e+00
  log_lik[1451]  8.323467e-01  9.352162e-01  1.070979e+00
  log_lik[1452]  1.039562e+00  1.074046e+00  1.130906e+00
  log_lik[1453]  8.955687e-02  1.378161e-01  2.120224e-01
  log_lik[1454]  4.085414e-01  4.695010e-01  5.923648e-01
  log_lik[1455] -1.074752e+00 -9.850675e-01 -8.129132e-01
  log_lik[1456]  1.075350e+00  1.103956e+00  1.158166e+00
  log_lik[1457]  3.976286e-01  4.808071e-01  6.212149e-01
  log_lik[1458]  3.833858e-01  4.328343e-01  5.253926e-01
  log_lik[1459]  7.577762e-01  8.257063e-01  9.359934e-01
  log_lik[1460] -4.163504e+00 -4.080331e+00 -3.928507e+00
  y_hat          1.230625e+01  1.239778e+01  1.271045e+01
  lp__           1.326402e+03  1.327647e+03  1.329252e+03

, , chains = chain:4

               stats
parameter                mean           sd          2.5%           25%
  alpha          1.230557e+01  0.003915337  1.229804e+01  1.230285e+01
  beta[1]        6.298577e-01  0.097575012  4.447237e-01  5.639183e-01
  beta[2]        6.561353e-01  0.109924408  4.355839e-01  5.838990e-01
  beta[3]        1.905386e+00  0.123589505  1.670182e+00  1.823414e+00
  beta_mu[1]     9.405793e-01 16.437992528 -3.018711e+01 -9.918743e+00
  beta_mu[2]     5.556085e-01 16.354669256 -3.105862e+01 -1.063577e+01
  beta_mu[3]     1.795721e+00 16.744052575 -3.039775e+01 -9.399655e+00
  sigma          1.162081e-01  0.003757886  1.091303e-01  1.136577e-01
  nu             2.704964e+00  0.209691957  2.325634e+00  2.556989e+00
  mu[1]          1.651821e+01  0.007792455  1.650337e+01  1.651297e+01
  mu[2]          1.685643e+01  0.008290543  1.684043e+01  1.685095e+01
  mu[3]          1.641293e+01  0.009419862  1.639531e+01  1.640639e+01
  mu[4]          1.709896e+01  0.008869761  1.708221e+01  1.709267e+01
  mu[5]          1.715359e+01  0.017958123  1.711829e+01  1.714117e+01
  mu[6]          1.769509e+01  0.010748636  1.767458e+01  1.768767e+01
  mu[7]          1.735255e+01  0.015870850  1.732231e+01  1.734160e+01
  mu[8]          1.763633e+01  0.021880475  1.759485e+01  1.762115e+01
  mu[9]          1.735288e+01  0.008770302  1.733612e+01  1.734714e+01
  mu[10]         1.780516e+01  0.009523492  1.778710e+01  1.779849e+01
  mu[11]         1.801520e+01  0.009513456  1.799729e+01  1.800864e+01
  mu[12]         1.914838e+01  0.011557610  1.912675e+01  1.914043e+01
  mu[13]         1.895707e+01  0.010199040  1.893783e+01  1.895019e+01
  mu[14]         1.843080e+01  0.010163858  1.841136e+01  1.842407e+01
  mu[15]         1.750669e+01  0.021230006  1.746523e+01  1.749200e+01
  mu[16]         1.688516e+01  0.008040117  1.686941e+01  1.687992e+01
  mu[17]         1.720086e+01  0.014309041  1.717445e+01  1.719120e+01
  mu[18]         1.746822e+01  0.010233380  1.744939e+01  1.746103e+01
  mu[19]         1.720022e+01  0.008629090  1.718371e+01  1.719438e+01
  mu[20]         1.648343e+01  0.009873688  1.646504e+01  1.647637e+01
  mu[21]         1.624314e+01  0.007898003  1.622809e+01  1.623760e+01
  mu[22]         1.638824e+01  0.007199041  1.637446e+01  1.638331e+01
  mu[23]         1.634541e+01  0.008235741  1.632990e+01  1.633973e+01
  mu[24]         1.683945e+01  0.008109169  1.682380e+01  1.683387e+01
  mu[25]         1.693194e+01  0.008094793  1.691638e+01  1.692659e+01
  mu[26]         1.618951e+01  0.010488518  1.616957e+01  1.618196e+01
  mu[27]         1.606048e+01  0.009936942  1.604028e+01  1.605379e+01
  mu[28]         1.584699e+01  0.012862222  1.582283e+01  1.583821e+01
  mu[29]         1.543835e+01  0.006343596  1.542622e+01  1.543398e+01
  mu[30]         1.523828e+01  0.008543546  1.522188e+01  1.523257e+01
  mu[31]         1.531790e+01  0.010157844  1.529841e+01  1.531036e+01
  mu[32]         1.467648e+01  0.008881718  1.465877e+01  1.467034e+01
  mu[33]         1.415298e+01  0.006155054  1.414152e+01  1.414847e+01
  mu[34]         1.393616e+01  0.005051048  1.392698e+01  1.393254e+01
  mu[35]         1.322710e+01  0.016634366  1.319412e+01  1.321549e+01
  mu[36]         1.317200e+01  0.006209670  1.315937e+01  1.316802e+01
  mu[37]         1.361229e+01  0.008331765  1.359571e+01  1.360698e+01
  mu[38]         1.481099e+01  0.020786823  1.476993e+01  1.479741e+01
  mu[39]         1.522447e+01  0.006106788  1.521264e+01  1.522019e+01
  mu[40]         1.479111e+01  0.006923800  1.477825e+01  1.478643e+01
  mu[41]         1.468729e+01  0.005567589  1.467688e+01  1.468343e+01
  mu[42]         1.489579e+01  0.007074092  1.488196e+01  1.489070e+01
  mu[43]         1.475433e+01  0.005481693  1.474387e+01  1.475052e+01
  mu[44]         1.522757e+01  0.009188411  1.520941e+01  1.522138e+01
  mu[45]         1.463183e+01  0.006772779  1.461954e+01  1.462708e+01
  mu[46]         1.376837e+01  0.007984178  1.375232e+01  1.376294e+01
  mu[47]         1.360718e+01  0.008646836  1.359082e+01  1.360099e+01
  mu[48]         1.380752e+01  0.006550573  1.379432e+01  1.380300e+01
  mu[49]         1.450006e+01  0.009634539  1.448128e+01  1.449380e+01
  mu[50]         1.493881e+01  0.008988814  1.492042e+01  1.493269e+01
  mu[51]         1.501350e+01  0.009042972  1.499648e+01  1.500735e+01
  mu[52]         1.440355e+01  0.009291341  1.438578e+01  1.439684e+01
  mu[53]         1.424287e+01  0.005174227  1.423334e+01  1.423914e+01
  mu[54]         1.432366e+01  0.005702367  1.431245e+01  1.431975e+01
  mu[55]         1.423851e+01  0.009728784  1.421998e+01  1.423174e+01
  mu[56]         1.432688e+01  0.005332172  1.431648e+01  1.432325e+01
  mu[57]         1.450417e+01  0.008870913  1.448712e+01  1.449813e+01
  mu[58]         1.471738e+01  0.005570907  1.470681e+01  1.471355e+01
  mu[59]         1.412157e+01  0.005864254  1.411070e+01  1.411752e+01
  mu[60]         1.394864e+01  0.005447692  1.393841e+01  1.394490e+01
  mu[61]         1.308106e+01  0.018365044  1.304520e+01  1.306886e+01
  mu[62]         1.303995e+01  0.005574674  1.302909e+01  1.303612e+01
  mu[63]         1.416543e+01  0.006173741  1.415360e+01  1.416124e+01
  mu[64]         1.397956e+01  0.005458798  1.396895e+01  1.397574e+01
  mu[65]         1.357692e+01  0.006070345  1.356514e+01  1.357281e+01
  mu[66]         1.328384e+01  0.005097144  1.327413e+01  1.328028e+01
  mu[67]         1.338882e+01  0.004855836  1.337966e+01  1.338543e+01
  mu[68]         1.355928e+01  0.005637794  1.354795e+01  1.355537e+01
  mu[69]         1.387614e+01  0.008765489  1.385876e+01  1.387034e+01
  mu[70]         1.402832e+01  0.006713987  1.401518e+01  1.402382e+01
  mu[71]         1.381928e+01  0.007580686  1.380504e+01  1.381384e+01
  mu[72]         1.289551e+01  0.009724657  1.287636e+01  1.288875e+01
  mu[73]         1.234764e+01  0.004730539  1.233868e+01  1.234437e+01
  mu[74]         1.226356e+01  0.004241768  1.225550e+01  1.226062e+01
  mu[75]         1.219219e+01  0.004997169  1.218227e+01  1.218874e+01
  mu[76]         1.292934e+01  0.006750910  1.291556e+01  1.292500e+01
  mu[77]         1.295670e+01  0.004240864  1.294883e+01  1.295387e+01
  mu[78]         1.285671e+01  0.004696415  1.284757e+01  1.285347e+01
  mu[79]         1.240244e+01  0.004814007  1.239329e+01  1.239912e+01
  mu[80]         1.238525e+01  0.006803370  1.237168e+01  1.238070e+01
  mu[81]         1.234178e+01  0.004512868  1.233251e+01  1.233883e+01
  mu[82]         1.249778e+01  0.004095882  1.249016e+01  1.249496e+01
  mu[83]         1.269177e+01  0.004900120  1.268269e+01  1.268839e+01
  mu[84]         1.295163e+01  0.007803250  1.293586e+01  1.294642e+01
  mu[85]         1.261371e+01  0.005003304  1.260463e+01  1.261021e+01
  mu[86]         1.209807e+01  0.007760231  1.208333e+01  1.209266e+01
  mu[87]         1.283773e+01  0.008564571  1.282114e+01  1.283180e+01
  mu[88]         1.312185e+01  0.005071067  1.311210e+01  1.311836e+01
  mu[89]         1.307784e+01  0.006010998  1.306647e+01  1.307372e+01
  mu[90]         1.379825e+01  0.009466243  1.377953e+01  1.379173e+01
  mu[91]         1.380755e+01  0.005293147  1.379782e+01  1.380374e+01
  mu[92]         1.345710e+01  0.004764931  1.344804e+01  1.345379e+01
  mu[93]         1.314248e+01  0.004509637  1.313401e+01  1.313936e+01
  mu[94]         1.338119e+01  0.005549146  1.337029e+01  1.337754e+01
  mu[95]         1.338586e+01  0.006049834  1.337423e+01  1.338156e+01
  mu[96]         1.359310e+01  0.006658426  1.358053e+01  1.358838e+01
  mu[97]         1.374492e+01  0.005304287  1.373422e+01  1.374139e+01
  mu[98]         1.349601e+01  0.006140230  1.348458e+01  1.349153e+01
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  mu[916]        9.555226e+00  0.006048326  9.543407e+00  9.551193e+00
  mu[917]        9.503010e+00  0.005086457  9.492765e+00  9.499465e+00
  mu[918]        9.374726e+00  0.005150492  9.364502e+00  9.371188e+00
  mu[919]        9.375489e+00  0.005314467  9.365422e+00  9.371816e+00
  mu[920]        9.032573e+00  0.007041934  9.018804e+00  9.027800e+00
  mu[921]        9.187191e+00  0.006037422  9.175756e+00  9.182962e+00
  mu[922]        8.984111e+00  0.005797017  8.972971e+00  8.980057e+00
  mu[923]        9.012807e+00  0.007911408  8.997276e+00  9.007470e+00
  mu[924]        9.284453e+00  0.006986962  9.271199e+00  9.279581e+00
  mu[925]        9.268308e+00  0.005759406  9.256525e+00  9.264308e+00
  mu[926]        9.227940e+00  0.005330798  9.217213e+00  9.224248e+00
  mu[927]        9.267661e+00  0.006055985  9.255872e+00  9.263552e+00
  mu[928]        9.556012e+00  0.005177606  9.545604e+00  9.552375e+00
  mu[929]        9.290164e+00  0.006324595  9.277830e+00  9.285939e+00
  mu[930]        9.850561e+00  0.011815424  9.826636e+00  9.842580e+00
  mu[931]        9.896904e+00  0.005428074  9.886626e+00  9.893279e+00
  mu[932]        9.759060e+00  0.005864392  9.747994e+00  9.754915e+00
  mu[933]        9.566398e+00  0.005205343  9.555990e+00  9.562872e+00
  mu[934]        9.420268e+00  0.005846681  9.408777e+00  9.416421e+00
  mu[935]        9.417219e+00  0.005908291  9.405849e+00  9.413290e+00
  mu[936]        9.730530e+00  0.010048567  9.710206e+00  9.723863e+00
  mu[937]        9.887372e+00  0.005892437  9.875433e+00  9.883296e+00
  mu[938]        9.543942e+00  0.005238199  9.533809e+00  9.540463e+00
  mu[939]        9.540610e+00  0.006797156  9.526776e+00  9.536007e+00
  mu[940]        9.390791e+00  0.006423234  9.378193e+00  9.386482e+00
  mu[941]        9.374332e+00  0.005780121  9.362676e+00  9.370413e+00
  mu[942]        9.354788e+00  0.005357801  9.344483e+00  9.351211e+00
  mu[943]        9.540616e+00  0.007649714  9.524864e+00  9.535400e+00
  mu[944]        9.195790e+00  0.005736599  9.184358e+00  9.191899e+00
  mu[945]        9.199152e+00  0.009075289  9.182272e+00  9.192911e+00
  mu[946]        9.207789e+00  0.006239187  9.196088e+00  9.203493e+00
  mu[947]        8.826452e+00  0.006778556  8.813175e+00  8.821937e+00
  mu[948]        8.777406e+00  0.005728857  8.766701e+00  8.773652e+00
  mu[949]        8.458356e+00  0.008691340  8.442164e+00  8.452457e+00
  mu[950]        8.270711e+00  0.006389722  8.258577e+00  8.266473e+00
  mu[951]        8.134369e+00  0.008756587  8.117003e+00  8.128497e+00
  mu[952]        8.478093e+00  0.008719764  8.461238e+00  8.472127e+00
  mu[953]        8.169719e+00  0.014851830  8.140630e+00  8.159759e+00
  mu[954]        8.445127e+00  0.008726120  8.426618e+00  8.439014e+00
  mu[955]        8.492475e+00  0.007079223  8.479224e+00  8.487603e+00
  mu[956]        8.440070e+00  0.009827165  8.420919e+00  8.433461e+00
  mu[957]        8.384688e+00  0.006883053  8.371143e+00  8.379818e+00
  mu[958]        8.364895e+00  0.007601819  8.350506e+00  8.359720e+00
  mu[959]        8.213720e+00  0.006558349  8.200953e+00  8.209297e+00
  mu[960]        8.556551e+00  0.006592706  8.543204e+00  8.552140e+00
  mu[961]        8.997019e+00  0.008707823  8.980117e+00  8.990916e+00
  mu[962]        8.688476e+00  0.005911505  8.677110e+00  8.684310e+00
  mu[963]        8.737965e+00  0.007385478  8.723612e+00  8.732937e+00
  mu[964]        8.613813e+00  0.006177917  8.601491e+00  8.609567e+00
  mu[965]        9.141720e+00  0.008281870  9.124882e+00  9.136032e+00
  mu[966]        9.175822e+00  0.005350615  9.165253e+00  9.172187e+00
  mu[967]        9.307863e+00  0.006469298  9.294394e+00  9.303515e+00
  mu[968]        9.296514e+00  0.006024414  9.284992e+00  9.292387e+00
  mu[969]        9.359473e+00  0.005487624  9.349411e+00  9.355663e+00
  mu[970]        9.514781e+00  0.005886124  9.502541e+00  9.510746e+00
  mu[971]        9.987486e+00  0.007560566  9.972123e+00  9.982391e+00
  mu[972]        1.004657e+01  0.005248413  1.003636e+01  1.004290e+01
  mu[973]        1.038275e+01  0.005294354  1.037175e+01  1.037912e+01
  mu[974]        1.045816e+01  0.007872538  1.044221e+01  1.045300e+01
  mu[975]        1.051618e+01  0.004362810  1.050764e+01  1.051318e+01
  mu[976]        1.046346e+01  0.010272357  1.044405e+01  1.045661e+01
  mu[977]        1.043842e+01  0.005457052  1.042726e+01  1.043469e+01
  mu[978]        1.039257e+01  0.005215138  1.038178e+01  1.038918e+01
  mu[979]        1.104103e+01  0.009579707  1.102254e+01  1.103453e+01
  mu[980]        1.104289e+01  0.004565929  1.103383e+01  1.103977e+01
  mu[981]        1.107582e+01  0.005501626  1.106464e+01  1.107215e+01
  mu[982]        1.137844e+01  0.008294320  1.136224e+01  1.137282e+01
  mu[983]        1.153880e+01  0.004159840  1.153067e+01  1.153608e+01
  mu[984]        1.150137e+01  0.004233498  1.149290e+01  1.149848e+01
  mu[985]        1.176459e+01  0.006416663  1.175170e+01  1.176033e+01
  mu[986]        1.170222e+01  0.004391450  1.169344e+01  1.169935e+01
  mu[987]        1.166647e+01  0.004548589  1.165752e+01  1.166334e+01
  mu[988]        1.163266e+01  0.006820182  1.161902e+01  1.162820e+01
  mu[989]        1.216620e+01  0.010750416  1.214519e+01  1.215906e+01
  mu[990]        1.280552e+01  0.007273153  1.279123e+01  1.280067e+01
  mu[991]        1.283319e+01  0.008658697  1.281558e+01  1.282741e+01
  mu[992]        1.272121e+01  0.004339009  1.271242e+01  1.271836e+01
  mu[993]        1.261620e+01  0.004733533  1.260695e+01  1.261309e+01
  mu[994]        1.265340e+01  0.005014777  1.264390e+01  1.264994e+01
  mu[995]        1.259558e+01  0.005262672  1.258480e+01  1.259211e+01
  mu[996]        1.236140e+01  0.006235211  1.234863e+01  1.235728e+01
  mu[997]        1.242003e+01  0.005028256  1.241034e+01  1.241651e+01
  mu[998]        1.214584e+01  0.003932010  1.213838e+01  1.214311e+01
  mu[999]        1.210484e+01  0.005963776  1.209368e+01  1.210072e+01
  mu[1000]       1.227713e+01  0.004950944  1.226759e+01  1.227371e+01
  mu[1001]       1.224995e+01  0.006706168  1.223657e+01  1.224534e+01
  mu[1002]       1.183301e+01  0.005554213  1.182229e+01  1.182907e+01
  mu[1003]       1.225109e+01  0.006872941  1.223731e+01  1.224668e+01
  mu[1004]       1.202268e+01  0.004610693  1.201384e+01  1.201947e+01
  mu[1005]       1.173205e+01  0.005110477  1.172234e+01  1.172856e+01
  mu[1006]       1.172910e+01  0.008415522  1.171215e+01  1.172313e+01
  mu[1007]       1.192405e+01  0.008232257  1.190775e+01  1.191843e+01
  mu[1008]       1.161170e+01  0.009738928  1.159344e+01  1.160483e+01
  mu[1009]       1.156832e+01  0.004425623  1.155949e+01  1.156538e+01
  mu[1010]       1.146579e+01  0.004440053  1.145711e+01  1.146271e+01
  mu[1011]       1.129180e+01  0.004015460  1.128412e+01  1.128904e+01
  mu[1012]       1.055276e+01  0.019846106  1.051358e+01  1.053912e+01
  mu[1013]       1.038683e+01  0.004525524  1.037798e+01  1.038377e+01
  mu[1014]       1.042936e+01  0.004729561  1.042008e+01  1.042602e+01
  mu[1015]       1.035139e+01  0.004441645  1.034254e+01  1.034840e+01
  mu[1016]       1.026935e+01  0.005379907  1.025950e+01  1.026567e+01
  mu[1017]       1.020097e+01  0.004704561  1.019214e+01  1.019777e+01
  mu[1018]       1.027433e+01  0.011829869  1.025019e+01  1.026646e+01
  mu[1019]       1.053674e+01  0.015432247  1.050628e+01  1.052643e+01
  mu[1020]       1.078790e+01  0.007405857  1.077345e+01  1.078277e+01
  mu[1021]       1.109408e+01  0.005340427  1.108316e+01  1.109058e+01
  mu[1022]       1.107445e+01  0.005011086  1.106475e+01  1.107106e+01
  mu[1023]       1.072511e+01  0.005082873  1.071515e+01  1.072176e+01
  mu[1024]       1.079466e+01  0.005298649  1.078387e+01  1.079101e+01
  mu[1025]       1.130597e+01  0.005652262  1.129466e+01  1.130218e+01
  mu[1026]       1.070048e+01  0.012350190  1.067699e+01  1.069176e+01
  mu[1027]       1.070356e+01  0.005013819  1.069435e+01  1.070017e+01
  mu[1028]       1.052286e+01  0.007065839  1.050885e+01  1.051801e+01
  mu[1029]       1.067102e+01  0.007720504  1.065568e+01  1.066579e+01
  mu[1030]       1.057347e+01  0.006543512  1.056045e+01  1.056920e+01
  mu[1031]       1.048155e+01  0.005101011  1.047101e+01  1.047811e+01
  mu[1032]       1.057693e+01  0.005191689  1.056640e+01  1.057351e+01
  mu[1033]       1.069842e+01  0.007004592  1.068431e+01  1.069371e+01
  mu[1034]       1.077092e+01  0.004432087  1.076207e+01  1.076798e+01
  mu[1035]       1.071912e+01  0.005537154  1.070819e+01  1.071525e+01
  mu[1036]       1.065231e+01  0.004293091  1.064396e+01  1.064939e+01
  mu[1037]       1.086084e+01  0.004875616  1.085077e+01  1.085758e+01
  mu[1038]       1.129055e+01  0.009444805  1.127123e+01  1.128400e+01
  mu[1039]       1.146764e+01  0.005122204  1.145824e+01  1.146413e+01
  mu[1040]       1.145392e+01  0.005418461  1.144291e+01  1.145031e+01
  mu[1041]       1.132110e+01  0.004791595  1.131156e+01  1.131787e+01
  mu[1042]       1.092831e+01  0.006274165  1.091614e+01  1.092404e+01
  mu[1043]       1.088718e+01  0.004699504  1.087759e+01  1.088409e+01
  mu[1044]       1.073659e+01  0.005780682  1.072499e+01  1.073285e+01
  mu[1045]       1.096937e+01  0.009804629  1.094957e+01  1.096271e+01
  mu[1046]       1.080821e+01  0.004537837  1.079913e+01  1.080505e+01
  mu[1047]       1.069283e+01  0.007112536  1.067877e+01  1.068801e+01
  mu[1048]       1.067422e+01  0.004839536  1.066480e+01  1.067086e+01
  mu[1049]       1.058888e+01  0.004961265  1.057903e+01  1.058545e+01
  mu[1050]       1.058596e+01  0.005001138  1.057613e+01  1.058264e+01
  mu[1051]       1.080499e+01  0.005636400  1.079354e+01  1.080118e+01
  mu[1052]       1.057589e+01  0.004622829  1.056731e+01  1.057272e+01
  mu[1053]       1.022502e+01  0.005321217  1.021488e+01  1.022149e+01
  mu[1054]       1.016198e+01  0.006573270  1.014904e+01  1.015762e+01
  mu[1055]       1.012669e+01  0.004960761  1.011713e+01  1.012338e+01
  mu[1056]       9.869425e+00  0.007552945  9.854447e+00  9.864357e+00
  mu[1057]       1.007185e+01  0.007263107  1.005690e+01  1.006710e+01
  mu[1058]       1.004964e+01  0.004804552  1.004055e+01  1.004631e+01
  mu[1059]       9.731011e+00  0.005228636  9.720764e+00  9.727424e+00
  mu[1060]       9.406572e+00  0.006706279  9.393494e+00  9.402079e+00
  mu[1061]       8.775113e+00  0.006772399  8.761289e+00  8.770522e+00
  mu[1062]       8.617108e+00  0.008200002  8.601217e+00  8.611446e+00
  mu[1063]       8.896221e+00  0.005874332  8.884682e+00  8.892278e+00
  mu[1064]       9.217811e+00  0.008751400  9.200659e+00  9.211892e+00
  mu[1065]       9.183939e+00  0.005776219  9.172776e+00  9.180098e+00
  mu[1066]       8.733388e+00  0.006005791  8.721764e+00  8.729410e+00
  mu[1067]       8.710129e+00  0.005727468  8.699124e+00  8.706222e+00
  mu[1068]       9.454045e+00  0.015372591  9.423788e+00  9.443857e+00
  mu[1069]       9.440471e+00  0.005289652  9.430060e+00  9.436866e+00
  mu[1070]       9.528490e+00  0.006575634  9.516215e+00  9.523855e+00
  mu[1071]       9.421317e+00  0.006496016  9.408008e+00  9.416951e+00
  mu[1072]       8.967709e+00  0.007123638  8.953554e+00  8.962882e+00
  mu[1073]       8.781798e+00  0.005617475  8.771047e+00  8.778021e+00
  mu[1074]       8.965554e+00  0.005783062  8.954149e+00  8.961651e+00
  mu[1075]       9.086481e+00  0.008258974  9.069720e+00  9.080859e+00
  mu[1076]       9.467172e+00  0.008149007  9.450328e+00  9.461388e+00
  mu[1077]       9.326916e+00  0.005744178  9.316019e+00  9.322994e+00
  mu[1078]       9.059809e+00  0.006367045  9.047383e+00  9.055414e+00
  mu[1079]       8.978570e+00  0.006987677  8.964317e+00  8.973675e+00
  mu[1080]       8.638184e+00  0.007458616  8.623757e+00  8.633112e+00
  mu[1081]       8.880825e+00  0.005568000  8.870080e+00  8.877268e+00
  mu[1082]       8.872384e+00  0.005780618  8.861596e+00  8.868433e+00
  mu[1083]       9.104129e+00  0.009271316  9.086185e+00  9.097819e+00
  mu[1084]       9.113291e+00  0.005779384  9.102009e+00  9.109458e+00
  mu[1085]       8.927933e+00  0.006076954  8.916404e+00  8.923882e+00
  mu[1086]       8.850530e+00  0.007603968  8.836717e+00  8.845495e+00
  mu[1087]       8.679426e+00  0.005844940  8.667928e+00  8.675353e+00
  mu[1088]       8.561216e+00  0.007146419  8.546502e+00  8.556423e+00
  mu[1089]       8.682401e+00  0.007588354  8.667588e+00  8.677215e+00
  mu[1090]       8.473370e+00  0.006302837  8.460603e+00  8.469091e+00
  mu[1091]       8.057367e+00  0.010792086  8.036019e+00  8.049738e+00
  mu[1092]       7.777593e+00  0.008716440  7.760696e+00  7.771810e+00
  mu[1093]       7.852888e+00  0.007172690  7.838737e+00  7.847931e+00
  mu[1094]       7.791093e+00  0.006721688  7.778167e+00  7.786579e+00
  mu[1095]       8.854976e+00  0.012343313  8.829766e+00  8.846543e+00
  mu[1096]       8.996112e+00  0.007053185  8.982179e+00  8.991465e+00
  mu[1097]       9.037024e+00  0.024753579  8.990018e+00  9.020638e+00
  mu[1098]       8.896911e+00  0.006424951  8.883542e+00  8.892635e+00
  mu[1099]       8.875948e+00  0.006066219  8.863579e+00  8.871913e+00
  mu[1100]       8.762788e+00  0.007376924  8.747679e+00  8.757881e+00
  mu[1101]       8.808677e+00  0.006340797  8.795984e+00  8.804372e+00
  mu[1102]       8.760456e+00  0.008729637  8.742138e+00  8.754383e+00
  mu[1103]       8.554024e+00  0.006585335  8.540400e+00  8.549488e+00
               stats
parameter                 50%           75%         97.5%
  alpha          1.230547e+01  1.230832e+01  1.231333e+01
  beta[1]        6.277310e-01  6.921389e-01  8.237170e-01
  beta[2]        6.569006e-01  7.292927e-01  8.684647e-01
  beta[3]        1.904888e+00  1.987414e+00  2.153507e+00
  beta_mu[1]     9.903574e-01  1.154277e+01  3.311171e+01
  beta_mu[2]     7.303455e-01  1.149005e+01  3.252660e+01
  beta_mu[3]     1.622253e+00  1.301659e+01  3.556469e+01
  sigma          1.160853e-01  1.186464e-01  1.240491e-01
  nu             2.695778e+00  2.836604e+00  3.134715e+00
  mu[1]          1.651806e+01  1.652354e+01  1.653384e+01
  mu[2]          1.685617e+01  1.686197e+01  1.687293e+01
  mu[3]          1.641251e+01  1.641909e+01  1.643317e+01
  mu[4]          1.709893e+01  1.710492e+01  1.711653e+01
  mu[5]          1.715302e+01  1.716513e+01  1.718927e+01
  mu[6]          1.769494e+01  1.770238e+01  1.771630e+01
  mu[7]          1.735271e+01  1.736318e+01  1.738415e+01
  mu[8]          1.763590e+01  1.765128e+01  1.767928e+01
  mu[9]          1.735280e+01  1.735878e+01  1.737048e+01
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  mu[997]        1.242000e+01  1.242341e+01  1.242983e+01
  mu[998]        1.214574e+01  1.214862e+01  1.215350e+01
  mu[999]        1.210475e+01  1.210867e+01  1.211703e+01
  mu[1000]       1.227704e+01  1.228054e+01  1.228681e+01
  mu[1001]       1.224991e+01  1.225453e+01  1.226315e+01
  mu[1002]       1.183307e+01  1.183675e+01  1.184425e+01
  mu[1003]       1.225120e+01  1.225580e+01  1.226427e+01
  mu[1004]       1.202260e+01  1.202576e+01  1.203203e+01
  mu[1005]       1.173204e+01  1.173542e+01  1.174237e+01
  mu[1006]       1.172897e+01  1.173488e+01  1.174544e+01
  mu[1007]       1.192379e+01  1.192979e+01  1.194010e+01
  mu[1008]       1.161133e+01  1.161817e+01  1.163130e+01
  mu[1009]       1.156844e+01  1.157131e+01  1.157694e+01
  mu[1010]       1.146580e+01  1.146882e+01  1.147448e+01
  mu[1011]       1.129175e+01  1.129459e+01  1.129962e+01
  mu[1012]       1.055243e+01  1.056603e+01  1.059223e+01
  mu[1013]       1.038694e+01  1.039000e+01  1.039537e+01
  mu[1014]       1.042950e+01  1.043246e+01  1.043887e+01
  mu[1015]       1.035143e+01  1.035449e+01  1.035979e+01
  mu[1016]       1.026919e+01  1.027259e+01  1.028014e+01
  mu[1017]       1.020076e+01  1.020407e+01  1.021001e+01
  mu[1018]       1.027448e+01  1.028254e+01  1.029665e+01
  mu[1019]       1.053683e+01  1.054735e+01  1.056580e+01
  mu[1020]       1.078794e+01  1.079272e+01  1.080272e+01
  mu[1021]       1.109417e+01  1.109773e+01  1.110392e+01
  mu[1022]       1.107427e+01  1.107782e+01  1.108453e+01
  mu[1023]       1.072521e+01  1.072860e+01  1.073554e+01
  mu[1024]       1.079457e+01  1.079839e+01  1.080502e+01
  mu[1025]       1.130589e+01  1.130987e+01  1.131660e+01
  mu[1026]       1.070026e+01  1.070850e+01  1.072457e+01
  mu[1027]       1.070347e+01  1.070673e+01  1.071399e+01
  mu[1028]       1.052291e+01  1.052768e+01  1.053641e+01
  mu[1029]       1.067097e+01  1.067629e+01  1.068618e+01
  mu[1030]       1.057340e+01  1.057799e+01  1.058585e+01
  mu[1031]       1.048154e+01  1.048522e+01  1.049100e+01
  mu[1032]       1.057688e+01  1.058057e+01  1.058710e+01
  mu[1033]       1.069842e+01  1.070320e+01  1.071180e+01
  mu[1034]       1.077098e+01  1.077394e+01  1.077907e+01
  mu[1035]       1.071914e+01  1.072292e+01  1.072949e+01
  mu[1036]       1.065232e+01  1.065523e+01  1.066100e+01
  mu[1037]       1.086086e+01  1.086429e+01  1.087010e+01
  mu[1038]       1.129055e+01  1.129697e+01  1.130901e+01
  mu[1039]       1.146760e+01  1.147092e+01  1.147778e+01
  mu[1040]       1.145403e+01  1.145772e+01  1.146407e+01
  mu[1041]       1.132106e+01  1.132452e+01  1.133012e+01
  mu[1042]       1.092823e+01  1.093249e+01  1.094131e+01
  mu[1043]       1.088730e+01  1.089046e+01  1.089594e+01
  mu[1044]       1.073664e+01  1.074045e+01  1.074833e+01
  mu[1045]       1.096948e+01  1.097615e+01  1.098887e+01
  mu[1046]       1.080827e+01  1.081139e+01  1.081723e+01
  mu[1047]       1.069277e+01  1.069779e+01  1.070627e+01
  mu[1048]       1.067433e+01  1.067748e+01  1.068403e+01
  mu[1049]       1.058892e+01  1.059228e+01  1.059850e+01
  mu[1050]       1.058611e+01  1.058957e+01  1.059511e+01
  mu[1051]       1.080494e+01  1.080895e+01  1.081584e+01
  mu[1052]       1.057574e+01  1.057900e+01  1.058492e+01
  mu[1053]       1.022485e+01  1.022848e+01  1.023558e+01
  mu[1054]       1.016205e+01  1.016651e+01  1.017448e+01
  mu[1055]       1.012669e+01  1.013004e+01  1.013683e+01
  mu[1056]       9.869424e+00  9.874619e+00  9.884387e+00
  mu[1057]       1.007200e+01  1.007698e+01  1.008566e+01
  mu[1058]       1.004952e+01  1.005289e+01  1.005906e+01
  mu[1059]       9.731167e+00  9.734578e+00  9.740950e+00
  mu[1060]       9.406543e+00  9.411083e+00  9.420181e+00
  mu[1061]       8.775390e+00  8.779485e+00  8.788788e+00
  mu[1062]       8.616982e+00  8.622526e+00  8.633281e+00
  mu[1063]       8.896299e+00  8.900316e+00  8.907662e+00
  mu[1064]       9.217961e+00  9.223808e+00  9.233993e+00
  mu[1065]       9.183712e+00  9.187945e+00  9.195314e+00
  mu[1066]       8.733272e+00  8.737520e+00  8.745118e+00
  mu[1067]       8.710047e+00  8.714057e+00  8.721357e+00
  mu[1068]       9.453782e+00  9.464342e+00  9.484452e+00
  mu[1069]       9.440357e+00  9.444163e+00  9.450579e+00
  mu[1070]       9.528376e+00  9.532763e+00  9.541872e+00
  mu[1071]       9.421292e+00  9.425766e+00  9.433862e+00
  mu[1072]       8.967960e+00  8.972670e+00  8.981119e+00
  mu[1073]       8.781719e+00  8.785614e+00  8.792646e+00
  mu[1074]       8.965672e+00  8.969483e+00  8.976868e+00
  mu[1075]       9.086464e+00  9.092219e+00  9.102026e+00
  mu[1076]       9.467689e+00  9.472792e+00  9.482812e+00
  mu[1077]       9.326687e+00  9.330723e+00  9.338329e+00
  mu[1078]       9.060097e+00  9.064294e+00  9.071911e+00
  mu[1079]       8.978771e+00  8.983467e+00  8.991507e+00
  mu[1080]       8.638307e+00  8.643108e+00  8.653066e+00
  mu[1081]       8.880670e+00  8.884674e+00  8.891697e+00
  mu[1082]       8.872109e+00  8.876375e+00  8.883535e+00
  mu[1083]       9.104147e+00  9.110579e+00  9.121337e+00
  mu[1084]       9.113469e+00  9.117290e+00  9.124422e+00
  mu[1085]       8.927718e+00  8.932018e+00  8.939952e+00
  mu[1086]       8.850278e+00  8.855500e+00  8.865791e+00
  mu[1087]       8.679373e+00  8.683465e+00  8.690851e+00
  mu[1088]       8.561165e+00  8.566206e+00  8.574891e+00
  mu[1089]       8.682322e+00  8.687606e+00  8.697246e+00
  mu[1090]       8.473380e+00  8.477768e+00  8.485376e+00
  mu[1091]       8.057645e+00  8.064652e+00  8.076893e+00
  mu[1092]       7.777472e+00  7.783523e+00  7.795220e+00
  mu[1093]       7.853052e+00  7.857953e+00  7.866353e+00
  mu[1094]       7.791121e+00  7.795644e+00  7.804360e+00
  mu[1095]       8.855133e+00  8.863326e+00  8.878204e+00
  mu[1096]       8.996174e+00  9.000773e+00  9.010067e+00
  mu[1097]       9.036690e+00  9.052922e+00  9.088782e+00
  mu[1098]       8.897121e+00  8.901264e+00  8.909515e+00
  mu[1099]       8.875922e+00  8.880276e+00  8.887488e+00
  mu[1100]       8.762549e+00  8.767966e+00  8.776910e+00
  mu[1101]       8.808770e+00  8.813151e+00  8.820414e+00
  mu[1102]       8.760662e+00  8.766587e+00  8.776975e+00
  mu[1103]       8.554186e+00  8.558481e+00  8.566886e+00
print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))
Inference for Stan model: 7109337119cc68515b3a716ec2f403c3.
4 chains, each with iter=2000; warmup=500; thin=1; 
post-warmup draws per chain=1500, total post-warmup draws=6000.

                  mean se_mean     sd      50%      67%      80%      90%
alpha           12.305   0.000  0.004   12.305   12.307   12.309   12.311
beta[1]          0.627   0.002  0.099    0.628    0.672    0.710    0.754
beta[2]          0.657   0.002  0.110    0.658    0.705    0.749    0.797
beta[3]          1.907   0.002  0.121    1.904    1.959    2.011    2.066
beta_mu[1]       0.221   0.220 16.607    0.435    7.602   14.031   21.268
beta_mu[2]       0.641   0.219 16.469    0.651    7.690   14.374   22.053
beta_mu[3]       1.526   0.236 16.728    1.647    8.755   15.288   22.875
sigma            0.116   0.000  0.004    0.116    0.118    0.120    0.121
nu               2.706   0.003  0.210    2.696    2.791    2.877    2.980
mu[1]           16.518   0.000  0.008   16.518   16.522   16.525   16.528
mu[2]           16.856   0.000  0.008   16.856   16.860   16.863   16.867
mu[3]           16.413   0.000  0.010   16.413   16.417   16.421   16.425
mu[4]           17.099   0.000  0.009   17.099   17.103   17.107   17.111
mu[5]           17.153   0.000  0.018   17.153   17.162   17.169   17.177
mu[6]           17.695   0.000  0.011   17.695   17.700   17.704   17.709
mu[7]           17.353   0.000  0.016   17.353   17.360   17.366   17.373
mu[8]           17.637   0.000  0.021   17.636   17.646   17.655   17.665
mu[9]           17.353   0.000  0.009   17.353   17.357   17.360   17.364
mu[10]          17.805   0.000  0.010   17.805   17.810   17.813   17.818
mu[11]          18.015   0.000  0.010   18.015   18.020   18.024   18.028
mu[12]          19.149   0.000  0.012   19.149   19.154   19.158   19.163
mu[13]          18.957   0.000  0.010   18.957   18.962   18.966   18.970
mu[14]          18.431   0.000  0.010   18.431   18.435   18.439   18.444
mu[15]          17.506   0.000  0.022   17.506   17.516   17.524   17.534
mu[16]          16.885   0.000  0.008   16.885   16.889   16.892   16.896
mu[17]          17.201   0.000  0.014   17.201   17.207   17.213   17.219
mu[18]          17.468   0.000  0.010   17.468   17.473   17.477   17.482
mu[19]          17.200   0.000  0.009   17.200   17.204   17.207   17.211
mu[20]          16.483   0.000  0.010   16.483   16.488   16.492   16.496
mu[21]          16.243   0.000  0.008   16.243   16.247   16.250   16.253
mu[22]          16.388   0.000  0.007   16.388   16.391   16.394   16.398
mu[23]          16.345   0.000  0.008   16.345   16.349   16.352   16.356
mu[24]          16.840   0.000  0.008   16.840   16.843   16.846   16.850
mu[25]          16.932   0.000  0.008   16.932   16.936   16.939   16.942
mu[26]          16.189   0.000  0.011   16.189   16.194   16.198   16.203
mu[27]          16.061   0.000  0.010   16.060   16.065   16.069   16.074
mu[28]          15.847   0.000  0.013   15.847   15.852   15.858   15.863
mu[29]          15.438   0.000  0.006   15.438   15.441   15.444   15.447
mu[30]          15.238   0.000  0.009   15.238   15.242   15.246   15.250
mu[31]          15.318   0.000  0.010   15.318   15.322   15.326   15.331
mu[32]          14.676   0.000  0.009   14.676   14.680   14.684   14.688
mu[33]          14.153   0.000  0.006   14.153   14.156   14.158   14.161
mu[34]          13.936   0.000  0.005   13.936   13.938   13.940   13.943
mu[35]          13.227   0.000  0.017   13.227   13.234   13.241   13.249
mu[36]          13.172   0.000  0.006   13.172   13.175   13.177   13.180
mu[37]          13.612   0.000  0.008   13.612   13.616   13.620   13.623
mu[38]          14.811   0.000  0.021   14.811   14.821   14.829   14.839
mu[39]          15.224   0.000  0.006   15.224   15.227   15.230   15.232
mu[40]          14.791   0.000  0.007   14.791   14.794   14.797   14.800
mu[41]          14.687   0.000  0.006   14.687   14.690   14.692   14.694
mu[42]          14.896   0.000  0.007   14.896   14.899   14.902   14.905
mu[43]          14.754   0.000  0.006   14.754   14.757   14.759   14.762
mu[44]          15.228   0.000  0.009   15.228   15.232   15.235   15.240
mu[45]          14.632   0.000  0.007   14.632   14.635   14.638   14.641
mu[46]          13.768   0.000  0.008   13.768   13.772   13.775   13.779
mu[47]          13.607   0.000  0.009   13.607   13.611   13.614   13.618
mu[48]          13.807   0.000  0.007   13.807   13.810   13.813   13.816
mu[49]          14.500   0.000  0.010   14.500   14.505   14.509   14.513
mu[50]          14.939   0.000  0.009   14.939   14.943   14.946   14.950
mu[51]          15.014   0.000  0.009   15.014   15.018   15.021   15.026
mu[52]          14.403   0.000  0.009   14.403   14.407   14.411   14.415
mu[53]          14.243   0.000  0.005   14.243   14.245   14.247   14.250
mu[54]          14.324   0.000  0.006   14.324   14.326   14.329   14.331
mu[55]          14.239   0.000  0.009   14.239   14.243   14.247   14.251
mu[56]          14.327   0.000  0.005   14.327   14.329   14.331   14.334
mu[57]          14.504   0.000  0.009   14.504   14.508   14.511   14.516
mu[58]          14.717   0.000  0.006   14.717   14.720   14.722   14.725
mu[59]          14.121   0.000  0.006   14.121   14.124   14.126   14.129
mu[60]          13.949   0.000  0.005   13.949   13.951   13.953   13.956
mu[61]          13.081   0.000  0.019   13.080   13.089   13.096   13.104
mu[62]          13.040   0.000  0.005   13.040   13.042   13.045   13.047
mu[63]          14.165   0.000  0.006   14.165   14.168   14.171   14.173
mu[64]          13.980   0.000  0.005   13.980   13.982   13.984   13.987
mu[65]          13.577   0.000  0.006   13.577   13.579   13.582   13.585
mu[66]          13.284   0.000  0.005   13.284   13.286   13.288   13.290
mu[67]          13.389   0.000  0.005   13.389   13.391   13.393   13.395
mu[68]          13.559   0.000  0.006   13.559   13.562   13.564   13.567
mu[69]          13.876   0.000  0.009   13.876   13.880   13.884   13.888
mu[70]          14.028   0.000  0.007   14.028   14.031   14.034   14.037
mu[71]          13.819   0.000  0.007   13.819   13.823   13.826   13.829
mu[72]          12.895   0.000  0.010   12.895   12.900   12.904   12.908
mu[73]          12.348   0.000  0.005   12.348   12.350   12.351   12.354
mu[74]          12.263   0.000  0.004   12.263   12.265   12.267   12.269
mu[75]          12.192   0.000  0.005   12.192   12.194   12.196   12.198
mu[76]          12.929   0.000  0.007   12.929   12.932   12.935   12.938
mu[77]          12.957   0.000  0.004   12.957   12.959   12.960   12.962
mu[78]          12.857   0.000  0.005   12.857   12.859   12.861   12.863
mu[79]          12.402   0.000  0.005   12.402   12.404   12.406   12.409
mu[80]          12.385   0.000  0.007   12.385   12.388   12.391   12.394
mu[81]          12.342   0.000  0.004   12.342   12.344   12.346   12.347
mu[82]          12.498   0.000  0.004   12.498   12.500   12.501   12.503
mu[83]          12.692   0.000  0.005   12.692   12.694   12.696   12.698
mu[84]          12.952   0.000  0.008   12.952   12.955   12.958   12.962
mu[85]          12.614   0.000  0.005   12.614   12.616   12.618   12.620
mu[86]          12.098   0.000  0.008   12.098   12.101   12.105   12.108
mu[87]          12.838   0.000  0.009   12.837   12.841   12.845   12.849
mu[88]          13.122   0.000  0.005   13.122   13.124   13.126   13.128
mu[89]          13.078   0.000  0.006   13.078   13.080   13.083   13.086
mu[90]          13.798   0.000  0.010   13.798   13.802   13.806   13.811
mu[91]          13.807   0.000  0.005   13.807   13.810   13.812   13.814
mu[92]          13.457   0.000  0.005   13.457   13.459   13.461   13.463
mu[93]          13.142   0.000  0.004   13.142   13.144   13.146   13.148
mu[94]          13.381   0.000  0.006   13.381   13.384   13.386   13.388
mu[95]          13.386   0.000  0.006   13.386   13.388   13.391   13.394
mu[96]          13.593   0.000  0.007   13.593   13.596   13.599   13.602
mu[97]          13.745   0.000  0.005   13.745   13.747   13.750   13.752
mu[98]          13.496   0.000  0.006   13.496   13.499   13.501   13.504
mu[99]          13.028   0.000  0.005   13.028   13.030   13.032   13.035
mu[100]         12.808   0.000  0.004   12.808   12.810   12.812   12.814
mu[101]         12.782   0.000  0.009   12.782   12.786   12.789   12.793
mu[102]         13.188   0.000  0.006   13.188   13.191   13.193   13.196
mu[103]         14.146   0.000  0.005   14.146   14.148   14.150   14.153
mu[104]         13.698   0.000  0.012   13.698   13.703   13.708   13.714
mu[105]         13.466   0.000  0.006   13.466   13.469   13.471   13.474
mu[106]         13.370   0.000  0.006   13.370   13.372   13.375   13.377
mu[107]         12.882   0.000  0.005   12.882   12.884   12.886   12.888
mu[108]         12.945   0.000  0.006   12.945   12.947   12.950   12.952
mu[109]         13.480   0.000  0.006   13.480   13.483   13.486   13.488
mu[110]         13.411   0.000  0.008   13.410   13.414   13.417   13.420
mu[111]         12.859   0.000  0.005   12.859   12.862   12.864   12.866
mu[112]         12.795   0.000  0.006   12.795   12.798   12.800   12.803
mu[113]         11.870   0.000  0.010   11.870   11.874   11.878   11.882
mu[114]         11.384   0.000  0.004   11.384   11.386   11.388   11.389
mu[115]         11.570   0.000  0.007   11.570   11.572   11.575   11.578
mu[116]         12.100   0.000  0.011   12.100   12.104   12.109   12.114
mu[117]         12.087   0.000  0.008   12.087   12.090   12.093   12.096
mu[118]         11.673   0.000  0.005   11.673   11.675   11.677   11.679
mu[119]         11.545   0.000  0.005   11.545   11.547   11.549   11.551
mu[120]         11.196   0.000  0.004   11.196   11.198   11.200   11.202
mu[121]         11.171   0.000  0.004   11.171   11.173   11.174   11.176
mu[122]         11.618   0.000  0.006   11.618   11.621   11.623   11.625
mu[123]         11.981   0.000  0.005   11.981   11.983   11.986   11.988
mu[124]         12.081   0.000  0.004   12.081   12.083   12.085   12.086
mu[125]         11.971   0.000  0.010   11.971   11.975   11.980   11.984
mu[126]         11.473   0.000  0.007   11.473   11.476   11.478   11.481
mu[127]         11.108   0.000  0.007   11.109   11.111   11.114   11.117
mu[128]         11.233   0.000  0.005   11.233   11.235   11.237   11.239
mu[129]         11.295   0.000  0.006   11.295   11.298   11.300   11.303
mu[130]         11.477   0.000  0.005   11.477   11.479   11.481   11.483
mu[131]         11.443   0.000  0.004   11.443   11.445   11.447   11.448
mu[132]         10.860   0.000  0.006   10.860   10.863   10.865   10.867
mu[133]         10.565   0.000  0.007   10.565   10.568   10.571   10.574
mu[134]         10.694   0.000  0.004   10.694   10.696   10.698   10.700
mu[135]         10.908   0.000  0.004   10.908   10.910   10.912   10.913
mu[136]         10.783   0.000  0.005   10.784   10.786   10.788   10.790
mu[137]         11.538   0.000  0.008   11.538   11.542   11.545   11.549
mu[138]         11.512   0.000  0.006   11.512   11.515   11.517   11.520
mu[139]         11.080   0.000  0.004   11.080   11.082   11.083   11.085
mu[140]         10.817   0.000  0.005   10.817   10.819   10.821   10.824
mu[141]         11.649   0.000  0.010   11.649   11.654   11.658   11.663
mu[142]         11.245   0.000  0.007   11.245   11.248   11.251   11.254
mu[143]         11.357   0.000  0.004   11.356   11.358   11.360   11.362
mu[144]         11.296   0.000  0.004   11.296   11.298   11.300   11.301
mu[145]         10.535   0.000  0.007   10.535   10.538   10.541   10.545
mu[146]         10.247   0.000  0.004   10.247   10.249   10.251   10.253
mu[147]         10.276   0.000  0.006   10.276   10.279   10.281   10.284
mu[148]         10.647   0.000  0.005   10.647   10.649   10.651   10.653
mu[149]         10.580   0.000  0.005   10.581   10.583   10.585   10.587
mu[150]         10.847   0.000  0.004   10.847   10.849   10.850   10.852
mu[151]         10.706   0.000  0.006   10.706   10.709   10.712   10.714
mu[152]         10.658   0.000  0.006   10.658   10.660   10.662   10.665
mu[153]         10.191   0.000  0.006   10.192   10.194   10.196   10.199
mu[154]         10.025   0.000  0.005   10.025   10.028   10.030   10.032
mu[155]         10.195   0.000  0.005   10.195   10.197   10.199   10.201
mu[156]         10.901   0.000  0.010   10.901   10.905   10.909   10.913
mu[157]         11.185   0.000  0.008   11.185   11.188   11.192   11.195
mu[158]         11.322   0.000  0.005   11.322   11.324   11.327   11.329
mu[159]         11.182   0.000  0.005   11.182   11.184   11.187   11.189
mu[160]         10.452   0.000  0.006   10.452   10.455   10.457   10.460
mu[161]         10.278   0.000  0.005   10.278   10.280   10.283   10.285
mu[162]         10.778   0.000  0.006   10.778   10.781   10.783   10.786
mu[163]         10.901   0.000  0.004   10.901   10.903   10.904   10.906
mu[164]         10.840   0.000  0.007   10.840   10.843   10.846   10.849
mu[165]         10.801   0.000  0.004   10.801   10.803   10.805   10.807
mu[166]         10.922   0.000  0.007   10.922   10.925   10.928   10.931
mu[167]         10.721   0.000  0.004   10.721   10.723   10.724   10.726
mu[168]         10.622   0.000  0.005   10.622   10.624   10.626   10.628
mu[169]         13.295   0.000  0.027   13.295   13.306   13.317   13.330
mu[170]         17.484   0.001  0.083   17.486   17.521   17.554   17.589
mu[171]         16.488   0.000  0.012   16.488   16.494   16.499   16.504
mu[172]         16.662   0.000  0.012   16.662   16.667   16.672   16.677
mu[173]         16.930   0.000  0.012   16.929   16.935   16.940   16.946
mu[174]         16.992   0.000  0.009   16.992   16.997   17.000   17.004
mu[175]         17.586   0.000  0.018   17.586   17.594   17.602   17.610
mu[176]         17.874   0.000  0.015   17.874   17.880   17.887   17.893
mu[177]         17.225   0.000  0.012   17.225   17.231   17.236   17.241
mu[178]         17.399   0.000  0.009   17.399   17.403   17.407   17.411
mu[179]         17.614   0.000  0.019   17.614   17.623   17.631   17.640
mu[180]         17.372   0.000  0.015   17.372   17.379   17.385   17.392
mu[181]         17.204   0.000  0.010   17.204   17.209   17.212   17.217
mu[182]         17.252   0.000  0.012   17.252   17.257   17.262   17.267
mu[183]         16.880   0.000  0.012   16.879   16.885   16.890   16.895
mu[184]         17.331   0.000  0.015   17.331   17.337   17.343   17.350
mu[185]         17.518   0.000  0.010   17.518   17.523   17.527   17.531
mu[186]         17.102   0.000  0.010   17.102   17.107   17.111   17.115
mu[187]         17.119   0.000  0.011   17.119   17.124   17.128   17.133
mu[188]         17.099   0.000  0.008   17.099   17.103   17.106   17.110
mu[189]         17.546   0.000  0.013   17.546   17.552   17.557   17.563
mu[190]         17.674   0.000  0.010   17.674   17.679   17.683   17.687
mu[191]         18.713   0.000  0.029   18.712   18.726   18.738   18.751
mu[192]         17.261   0.001  0.058   17.262   17.286   17.310   17.335
mu[193]         14.332   0.000  0.014   14.333   14.339   14.344   14.350
mu[194]         14.203   0.000  0.011   14.203   14.208   14.212   14.218
mu[195]         13.819   0.000  0.007   13.819   13.822   13.825   13.828
mu[196]         13.126   0.000  0.014   13.126   13.132   13.138   13.144
mu[197]         12.910   0.000  0.005   12.910   12.912   12.914   12.917
mu[198]         13.216   0.000  0.012   13.216   13.221   13.226   13.231
mu[199]         13.946   0.000  0.011   13.946   13.951   13.955   13.960
mu[200]         13.917   0.000  0.007   13.917   13.921   13.924   13.927
mu[201]         13.635   0.000  0.005   13.635   13.637   13.639   13.641
mu[202]         13.166   0.000  0.005   13.166   13.168   13.170   13.172
mu[203]         13.043   0.000  0.005   13.043   13.046   13.048   13.050
mu[204]         14.413   0.000  0.018   14.413   14.421   14.428   14.436
mu[205]         15.542   0.000  0.011   15.542   15.546   15.551   15.555
mu[206]         15.467   0.000  0.012   15.467   15.473   15.477   15.483
mu[207]         15.141   0.000  0.006   15.141   15.144   15.147   15.150
mu[208]         15.172   0.000  0.006   15.172   15.175   15.177   15.180
mu[209]         14.741   0.000  0.011   14.741   14.746   14.750   14.755
mu[210]         14.794   0.000  0.009   14.794   14.798   14.801   14.805
mu[211]         14.833   0.000  0.009   14.832   14.836   14.840   14.844
mu[212]         14.938   0.000  0.006   14.938   14.940   14.943   14.946
mu[213]         14.460   0.000  0.009   14.460   14.464   14.468   14.472
mu[214]         14.068   0.000  0.005   14.068   14.071   14.073   14.075
mu[215]         13.640   0.000  0.007   13.640   13.644   13.647   13.650
mu[216]         13.438   0.001  0.033   13.438   13.452   13.465   13.480
mu[217]         13.554   0.000  0.008   13.554   13.557   13.561   13.564
mu[218]         14.086   0.000  0.009   14.086   14.090   14.094   14.098
mu[219]         14.361   0.000  0.005   14.361   14.363   14.365   14.368
mu[220]         14.188   0.000  0.006   14.188   14.191   14.193   14.195
mu[221]         13.748   0.000  0.007   13.748   13.752   13.755   13.758
mu[222]         13.143   0.000  0.008   13.143   13.146   13.150   13.153
mu[223]         13.167   0.000  0.005   13.166   13.169   13.171   13.174
mu[224]         13.167   0.000  0.007   13.167   13.170   13.173   13.176
mu[225]         13.614   0.000  0.011   13.614   13.619   13.623   13.628
mu[226]         13.288   0.000  0.017   13.288   13.295   13.302   13.310
mu[227]         12.715   0.000  0.007   12.715   12.718   12.721   12.724
mu[228]         11.942   0.000  0.009   11.942   11.946   11.950   11.954
mu[229]         11.721   0.000  0.005   11.721   11.723   11.725   11.727
mu[230]         11.504   0.000  0.008   11.504   11.507   11.510   11.514
mu[231]         11.646   0.000  0.005   11.646   11.648   11.650   11.653
mu[232]         12.613   0.000  0.012   12.613   12.618   12.623   12.627
mu[233]         12.605   0.000  0.005   12.605   12.607   12.609   12.612
mu[234]         12.141   0.000  0.004   12.141   12.143   12.145   12.147
mu[235]         12.362   0.000  0.007   12.362   12.365   12.368   12.371
mu[236]         12.603   0.000  0.007   12.602   12.605   12.608   12.611
mu[237]         12.652   0.000  0.006   12.651   12.654   12.656   12.659
mu[238]         12.611   0.000  0.004   12.611   12.613   12.615   12.617
mu[239]         13.478   0.000  0.004   13.478   13.480   13.482   13.484
mu[240]         14.044   0.000  0.007   14.044   14.047   14.050   14.053
mu[241]         13.519   0.000  0.005   13.519   13.522   13.524   13.526
mu[242]         13.452   0.000  0.008   13.452   13.456   13.459   13.463
mu[243]         13.521   0.000  0.006   13.521   13.523   13.526   13.528
mu[244]         13.557   0.000  0.007   13.556   13.560   13.562   13.565
mu[245]         13.856   0.000  0.007   13.856   13.859   13.862   13.865
mu[246]         14.447   0.000  0.011   14.447   14.452   14.457   14.461
mu[247]         14.064   0.000  0.006   14.064   14.067   14.070   14.073
mu[248]         13.690   0.000  0.005   13.690   13.692   13.694   13.696
mu[249]         13.836   0.000  0.007   13.836   13.840   13.843   13.846
mu[250]         13.533   0.000  0.005   13.533   13.535   13.537   13.540
mu[251]         14.154   0.000  0.008   14.154   14.158   14.161   14.164
mu[252]         14.540   0.000  0.009   14.540   14.544   14.548   14.552
mu[253]         14.558   0.000  0.006   14.558   14.560   14.563   14.565
mu[254]         14.148   0.000  0.005   14.148   14.150   14.152   14.155
mu[255]         13.736   0.000  0.007   13.736   13.740   13.742   13.745
mu[256]         13.702   0.000  0.007   13.702   13.705   13.708   13.711
mu[257]         13.947   0.000  0.008   13.947   13.950   13.954   13.957
mu[258]         13.935   0.000  0.008   13.935   13.938   13.941   13.945
mu[259]         13.621   0.000  0.006   13.621   13.624   13.627   13.630
mu[260]         13.595   0.000  0.006   13.595   13.597   13.600   13.602
mu[261]         13.513   0.000  0.005   13.513   13.515   13.517   13.519
mu[262]         12.414   0.000  0.015   12.414   12.421   12.427   12.434
mu[263]         12.124   0.000  0.008   12.124   12.128   12.131   12.135
mu[264]         12.369   0.000  0.004   12.369   12.370   12.372   12.374
mu[265]         12.454   0.000  0.005   12.454   12.456   12.458   12.460
mu[266]         13.435   0.000  0.012   13.435   13.440   13.445   13.450
mu[267]         13.168   0.000  0.005   13.168   13.170   13.172   13.174
mu[268]         12.711   0.000  0.005   12.711   12.713   12.715   12.717
mu[269]         12.580   0.000  0.007   12.580   12.583   12.586   12.589
mu[270]         13.038   0.000  0.010   13.037   13.042   13.047   13.051
mu[271]         13.537   0.000  0.006   13.537   13.540   13.543   13.545
mu[272]         13.756   0.000  0.006   13.756   13.758   13.761   13.763
mu[273]         13.564   0.000  0.005   13.564   13.567   13.569   13.571
mu[274]         13.471   0.000  0.008   13.471   13.475   13.478   13.481
mu[275]         12.818   0.000  0.004   12.818   12.820   12.821   12.823
mu[276]         12.657   0.000  0.008   12.657   12.660   12.663   12.667
mu[277]         12.704   0.000  0.006   12.704   12.707   12.709   12.712
mu[278]         12.865   0.000  0.004   12.865   12.867   12.869   12.871
mu[279]         12.852   0.000  0.006   12.852   12.854   12.856   12.859
mu[280]         12.915   0.000  0.005   12.915   12.917   12.919   12.922
mu[281]         12.805   0.000  0.005   12.805   12.807   12.809   12.811
mu[282]         12.628   0.000  0.005   12.628   12.630   12.632   12.634
mu[283]         13.242   0.000  0.005   13.242   13.244   13.246   13.248
mu[284]         13.079   0.000  0.005   13.079   13.081   13.083   13.085
mu[285]         13.583   0.000  0.005   13.583   13.586   13.588   13.590
mu[286]         13.684   0.000  0.007   13.684   13.687   13.690   13.693
mu[287]         13.486   0.000  0.005   13.486   13.489   13.491   13.493
mu[288]         13.206   0.000  0.005   13.206   13.208   13.210   13.212
mu[289]         12.823   0.000  0.005   12.823   12.826   12.828   12.830
mu[290]         12.732   0.000  0.005   12.732   12.734   12.736   12.739
mu[291]         12.898   0.000  0.005   12.898   12.900   12.903   12.905
mu[292]         13.058   0.000  0.005   13.058   13.060   13.062   13.064
mu[293]         12.805   0.000  0.009   12.805   12.809   12.812   12.816
mu[294]         12.635   0.000  0.004   12.635   12.637   12.639   12.641
mu[295]         12.949   0.000  0.004   12.949   12.951   12.953   12.955
mu[296]         13.472   0.000  0.008   13.472   13.475   13.479   13.482
mu[297]         13.174   0.000  0.014   13.174   13.180   13.185   13.191
mu[298]         14.521   0.000  0.008   14.521   14.525   14.528   14.532
mu[299]         14.644   0.000  0.006   14.644   14.646   14.649   14.651
mu[300]         14.937   0.000  0.008   14.937   14.940   14.944   14.948
mu[301]         14.884   0.000  0.006   14.884   14.887   14.889   14.892
mu[302]         14.883   0.000  0.006   14.883   14.886   14.888   14.891
mu[303]         14.779   0.000  0.006   14.779   14.781   14.784   14.786
mu[304]         14.883   0.000  0.008   14.883   14.887   14.890   14.894
mu[305]         14.857   0.000  0.007   14.857   14.860   14.863   14.867
mu[306]         14.620   0.000  0.006   14.619   14.622   14.625   14.628
mu[307]         14.637   0.000  0.006   14.637   14.640   14.642   14.645
mu[308]         14.618   0.000  0.006   14.618   14.621   14.623   14.626
mu[309]         15.558   0.000  0.007   15.558   15.562   15.565   15.568
mu[310]         16.011   0.000  0.008   16.011   16.015   16.018   16.021
mu[311]         15.765   0.000  0.010   15.765   15.770   15.774   15.778
mu[312]         15.706   0.000  0.008   15.706   15.710   15.713   15.716
mu[313]         15.866   0.000  0.007   15.866   15.869   15.872   15.875
mu[314]         15.689   0.000  0.007   15.689   15.692   15.695   15.698
mu[315]         15.351   0.000  0.009   15.351   15.355   15.358   15.362
mu[316]         15.220   0.000  0.007   15.220   15.223   15.226   15.229
mu[317]         14.910   0.000  0.007   14.910   14.913   14.916   14.919
mu[318]         14.714   0.000  0.005   14.714   14.716   14.719   14.721
mu[319]         14.815   0.000  0.007   14.815   14.818   14.821   14.824
mu[320]         14.071   0.000  0.016   14.070   14.078   14.084   14.091
mu[321]         13.142   0.000  0.017   13.142   13.149   13.156   13.164
mu[322]         13.083   0.000  0.006   13.083   13.086   13.088   13.091
mu[323]         12.590   0.000  0.007   12.590   12.593   12.596   12.599
mu[324]         12.822   0.000  0.006   12.822   12.825   12.827   12.830
mu[325]         13.133   0.000  0.005   13.133   13.135   13.137   13.140
mu[326]         13.245   0.000  0.009   13.244   13.248   13.252   13.256
mu[327]         13.571   0.000  0.007   13.571   13.575   13.578   13.581
mu[328]         13.498   0.000  0.005   13.498   13.500   13.502   13.505
mu[329]         13.518   0.000  0.005   13.518   13.521   13.523   13.525
mu[330]         13.545   0.000  0.005   13.545   13.548   13.550   13.552
mu[331]         13.579   0.000  0.006   13.579   13.582   13.585   13.587
mu[332]         12.898   0.000  0.013   12.898   12.903   12.909   12.914
mu[333]         13.470   0.000  0.017   13.470   13.477   13.484   13.491
mu[334]         13.613   0.000  0.011   13.613   13.618   13.623   13.628
mu[335]         13.407   0.000  0.008   13.407   13.411   13.414   13.417
mu[336]         13.209   0.000  0.005   13.209   13.211   13.213   13.216
mu[337]         13.180   0.000  0.004   13.179   13.182   13.183   13.185
mu[338]         13.698   0.000  0.009   13.698   13.702   13.705   13.709
mu[339]         13.880   0.000  0.005   13.880   13.882   13.884   13.886
mu[340]         14.155   0.000  0.006   14.155   14.158   14.160   14.163
mu[341]         13.817   0.000  0.007   13.817   13.820   13.823   13.826
mu[342]         13.949   0.000  0.006   13.949   13.952   13.954   13.957
mu[343]         14.223   0.000  0.006   14.223   14.226   14.228   14.231
mu[344]         14.034   0.000  0.006   14.034   14.037   14.039   14.042
mu[345]         14.256   0.000  0.008   14.256   14.259   14.263   14.266
mu[346]         14.523   0.000  0.006   14.523   14.526   14.528   14.531
mu[347]         14.060   0.000  0.006   14.060   14.063   14.066   14.069
mu[348]         13.992   0.000  0.007   13.992   13.995   13.998   14.000
mu[349]         13.811   0.000  0.008   13.811   13.815   13.818   13.822
mu[350]         13.889   0.000  0.005   13.889   13.892   13.894   13.896
mu[351]         13.984   0.000  0.006   13.984   13.986   13.989   13.991
mu[352]         14.450   0.000  0.009   14.450   14.454   14.458   14.461
mu[353]         14.475   0.000  0.013   14.475   14.481   14.486   14.492
mu[354]         15.325   0.000  0.009   15.325   15.329   15.333   15.337
mu[355]         15.353   0.000  0.007   15.353   15.356   15.358   15.361
mu[356]         15.400   0.000  0.007   15.399   15.403   15.406   15.409
mu[357]         17.348   0.000  0.029   17.348   17.361   17.374   17.387
mu[358]         19.070   0.000  0.013   19.070   19.076   19.081   19.087
mu[359]         18.206   0.000  0.010   18.206   18.211   18.215   18.219
mu[360]         19.037   0.000  0.014   19.037   19.043   19.048   19.055
mu[361]         18.970   0.000  0.013   18.970   18.976   18.981   18.987
mu[362]         19.091   0.000  0.011   19.091   19.096   19.100   19.105
mu[363]         20.081   0.000  0.012   20.081   20.086   20.091   20.096
mu[364]         20.473   0.000  0.013   20.473   20.479   20.484   20.490
mu[365]         20.080   0.000  0.016   20.080   20.087   20.094   20.101
mu[366]         20.308   0.000  0.012   20.308   20.314   20.319   20.324
mu[367]         21.048   0.000  0.014   21.048   21.054   21.060   21.066
mu[368]         20.943   0.000  0.015   20.943   20.949   20.955   20.962
mu[369]         21.425   0.000  0.014   21.425   21.431   21.437   21.443
mu[370]         21.806   0.000  0.015   21.806   21.813   21.819   21.826
mu[371]         21.367   0.000  0.014   21.367   21.373   21.378   21.384
mu[372]         21.955   0.000  0.019   21.954   21.963   21.971   21.979
mu[373]         22.188   0.000  0.015   22.188   22.195   22.201   22.207
mu[374]         21.921   0.000  0.017   21.920   21.928   21.935   21.943
mu[375]         21.957   0.000  0.015   21.957   21.964   21.969   21.976
mu[376]         22.062   0.000  0.015   22.062   22.069   22.074   22.081
mu[377]         21.947   0.000  0.016   21.947   21.955   21.961   21.968
mu[378]         21.894   0.000  0.015   21.894   21.901   21.907   21.913
mu[379]         21.577   0.000  0.015   21.577   21.584   21.590   21.597
mu[380]         19.544   0.001  0.038   19.544   19.561   19.575   19.593
mu[381]         19.963   0.000  0.013   19.963   19.969   19.974   19.980
mu[382]         20.664   0.000  0.013   20.664   20.670   20.675   20.681
mu[383]         20.308   0.000  0.018   20.308   20.315   20.323   20.331
mu[384]         20.002   0.000  0.012   20.002   20.007   20.011   20.016
mu[385]         19.798   0.000  0.014   19.797   19.804   19.809   19.816
mu[386]         19.358   0.000  0.016   19.357   19.364   19.371   19.377
mu[387]         19.855   0.000  0.015   19.855   19.862   19.868   19.874
mu[388]         20.342   0.000  0.015   20.342   20.349   20.354   20.361
mu[389]         20.022   0.000  0.013   20.023   20.028   20.033   20.039
mu[390]         19.468   0.000  0.012   19.468   19.473   19.478   19.483
mu[391]         19.285   0.000  0.011   19.285   19.290   19.294   19.299
mu[392]         18.602   0.000  0.014   18.602   18.608   18.614   18.620
mu[393]         18.923   0.000  0.012   18.923   18.928   18.933   18.938
mu[394]         18.944   0.000  0.010   18.944   18.949   18.953   18.958
mu[395]         18.587   0.000  0.011   18.587   18.591   18.595   18.600
mu[396]         18.102   0.000  0.010   18.102   18.106   18.110   18.114
mu[397]         18.033   0.000  0.011   18.033   18.038   18.043   18.048
mu[398]         18.032   0.000  0.010   18.032   18.037   18.041   18.046
mu[399]         17.903   0.000  0.014   17.903   17.909   17.914   17.921
mu[400]         17.503   0.000  0.010   17.503   17.507   17.511   17.515
mu[401]         17.694   0.000  0.015   17.694   17.701   17.706   17.713
mu[402]         17.574   0.000  0.009   17.574   17.578   17.581   17.585
mu[403]         17.274   0.000  0.011   17.274   17.278   17.283   17.287
mu[404]         16.750   0.000  0.010   16.750   16.754   16.758   16.762
mu[405]         15.959   0.000  0.011   15.959   15.964   15.968   15.974
mu[406]         16.085   0.000  0.011   16.085   16.090   16.095   16.099
mu[407]         16.398   0.000  0.008   16.398   16.401   16.405   16.408
mu[408]         16.213   0.000  0.009   16.213   16.217   16.221   16.225
mu[409]         15.952   0.000  0.009   15.952   15.956   15.960   15.964
mu[410]         15.377   0.000  0.014   15.377   15.384   15.389   15.395
mu[411]         15.153   0.000  0.007   15.153   15.156   15.159   15.162
mu[412]         15.324   0.000  0.008   15.324   15.328   15.331   15.334
mu[413]         15.324   0.000  0.007   15.324   15.327   15.330   15.333
mu[414]         15.032   0.000  0.007   15.032   15.035   15.038   15.041
mu[415]         14.971   0.000  0.007   14.971   14.974   14.977   14.980
mu[416]         15.121   0.000  0.007   15.121   15.124   15.127   15.131
mu[417]         14.828   0.000  0.006   14.828   14.830   14.833   14.835
mu[418]         15.065   0.000  0.008   15.065   15.069   15.072   15.075
mu[419]         16.067   0.000  0.007   16.067   16.070   16.073   16.077
mu[420]         15.864   0.000  0.007   15.864   15.867   15.870   15.873
mu[421]         15.652   0.000  0.008   15.652   15.656   15.659   15.662
mu[422]         15.280   0.000  0.007   15.280   15.283   15.285   15.288
mu[423]         14.926   0.000  0.007   14.926   14.929   14.931   14.934
mu[424]         15.437   0.000  0.008   15.437   15.440   15.443   15.447
mu[425]         15.897   0.000  0.020   15.897   15.906   15.914   15.923
mu[426]         15.893   0.000  0.012   15.893   15.898   15.903   15.908
mu[427]         15.905   0.000  0.008   15.905   15.909   15.912   15.915
mu[428]         16.017   0.000  0.009   16.017   16.021   16.025   16.028
mu[429]         15.719   0.000  0.007   15.719   15.723   15.725   15.729
mu[430]         15.790   0.000  0.007   15.790   15.793   15.796   15.799
mu[431]         16.133   0.000  0.009   16.133   16.137   16.141   16.145
mu[432]         15.921   0.000  0.008   15.921   15.925   15.928   15.932
mu[433]         16.178   0.000  0.012   16.178   16.183   16.188   16.194
mu[434]         16.469   0.000  0.008   16.469   16.473   16.476   16.479
mu[435]         16.177   0.000  0.012   16.177   16.182   16.187   16.192
mu[436]         15.904   0.000  0.008   15.904   15.908   15.911   15.914
mu[437]         16.312   0.000  0.008   16.312   16.316   16.319   16.323
mu[438]         15.917   0.000  0.007   15.917   15.920   15.923   15.926
mu[439]         15.719   0.000  0.008   15.719   15.723   15.726   15.729
mu[440]         15.768   0.000  0.008   15.768   15.772   15.775   15.778
mu[441]         15.633   0.000  0.012   15.633   15.639   15.644   15.649
mu[442]         15.285   0.000  0.008   15.285   15.289   15.292   15.296
mu[443]         15.504   0.000  0.007   15.504   15.507   15.510   15.513
mu[444]         15.176   0.000  0.006   15.176   15.178   15.181   15.184
mu[445]         15.123   0.000  0.007   15.123   15.126   15.129   15.132
mu[446]         15.730   0.000  0.011   15.730   15.735   15.740   15.746
mu[447]         15.678   0.000  0.008   15.678   15.682   15.685   15.688
mu[448]         14.710   0.000  0.012   14.709   14.715   14.720   14.726
mu[449]         14.871   0.000  0.008   14.871   14.875   14.878   14.881
mu[450]         14.668   0.000  0.008   14.668   14.672   14.675   14.679
mu[451]         14.438   0.000  0.008   14.438   14.442   14.445   14.449
mu[452]         14.350   0.000  0.006   14.350   14.353   14.355   14.358
mu[453]         13.995   0.000  0.005   13.995   13.997   13.999   14.002
mu[454]         13.627   0.000  0.010   13.627   13.632   13.636   13.640
mu[455]         14.833   0.000  0.018   14.833   14.841   14.849   14.856
mu[456]         14.888   0.000  0.016   14.888   14.895   14.901   14.909
mu[457]         14.729   0.000  0.006   14.729   14.732   14.734   14.737
mu[458]         14.865   0.000  0.006   14.865   14.868   14.870   14.873
mu[459]         14.943   0.000  0.008   14.943   14.946   14.950   14.954
mu[460]         14.448   0.000  0.008   14.448   14.452   14.455   14.458
mu[461]         14.810   0.000  0.008   14.810   14.813   14.816   14.820
mu[462]         14.568   0.000  0.006   14.568   14.571   14.574   14.576
mu[463]         14.139   0.000  0.006   14.139   14.142   14.144   14.147
mu[464]         14.125   0.000  0.007   14.125   14.128   14.131   14.134
mu[465]         13.838   0.000  0.006   13.838   13.841   13.843   13.846
mu[466]         13.844   0.000  0.005   13.844   13.846   13.848   13.850
mu[467]         15.417   0.000  0.020   15.417   15.426   15.434   15.443
mu[468]         15.062   0.000  0.007   15.062   15.065   15.067   15.070
mu[469]         15.240   0.000  0.012   15.240   15.245   15.250   15.256
mu[470]         15.698   0.000  0.013   15.698   15.704   15.709   15.715
mu[471]         15.970   0.000  0.010   15.970   15.974   15.978   15.982
mu[472]         15.623   0.000  0.013   15.623   15.629   15.634   15.640
mu[473]         19.091   0.000  0.016   19.090   19.098   19.104   19.112
mu[474]         22.136   0.001  0.033   22.136   22.150   22.164   22.178
mu[475]         21.793   0.000  0.017   21.793   21.800   21.807   21.815
mu[476]         21.831   0.000  0.014   21.831   21.837   21.843   21.850
mu[477]         21.575   0.000  0.014   21.575   21.581   21.587   21.593
mu[478]         20.610   0.000  0.019   20.610   20.618   20.626   20.635
mu[479]         21.447   0.000  0.020   21.447   21.456   21.465   21.474
mu[480]         21.242   0.000  0.015   21.242   21.249   21.255   21.262
mu[481]         21.087   0.000  0.014   21.087   21.093   21.099   21.105
mu[482]         21.021   0.000  0.015   21.021   21.028   21.033   21.040
mu[483]         21.283   0.000  0.017   21.282   21.290   21.297   21.305
mu[484]         21.326   0.000  0.013   21.326   21.332   21.337   21.343
mu[485]         21.595   0.000  0.014   21.595   21.601   21.607   21.613
mu[486]         21.794   0.000  0.014   21.794   21.800   21.806   21.812
mu[487]         21.415   0.000  0.017   21.415   21.423   21.430   21.437
mu[488]         22.385   0.000  0.015   22.385   22.392   22.398   22.405
mu[489]         22.164   0.000  0.016   22.165   22.172   22.178   22.185
mu[490]         21.454   0.000  0.019   21.454   21.463   21.471   21.479
mu[491]         21.499   0.000  0.015   21.499   21.505   21.511   21.517
mu[492]         21.202   0.000  0.014   21.202   21.208   21.213   21.219
mu[493]         20.766   0.000  0.014   20.766   20.772   20.777   20.783
mu[494]         21.132   0.000  0.014   21.132   21.138   21.143   21.149
mu[495]         20.981   0.000  0.016   20.980   20.988   20.994   21.002
mu[496]         19.071   0.001  0.034   19.071   19.086   19.099   19.114
mu[497]         15.848   0.000  0.020   15.848   15.857   15.865   15.874
mu[498]         16.442   0.001  0.056   16.442   16.468   16.490   16.514
mu[499]         16.640   0.001  0.043   16.640   16.659   16.677   16.695
mu[500]         15.704   0.000  0.010   15.704   15.708   15.712   15.717
mu[501]         15.852   0.000  0.008   15.852   15.856   15.859   15.862
mu[502]         15.440   0.000  0.013   15.440   15.446   15.451   15.457
mu[503]         15.630   0.000  0.007   15.630   15.633   15.636   15.639
mu[504]         15.652   0.000  0.008   15.652   15.656   15.659   15.662
mu[505]         15.262   0.000  0.008   15.262   15.266   15.269   15.273
mu[506]         14.948   0.000  0.010   14.948   14.953   14.956   14.960
mu[507]         14.783   0.000  0.007   14.783   14.786   14.789   14.792
mu[508]         14.199   0.000  0.013   14.199   14.205   14.211   14.217
mu[509]         14.492   0.000  0.010   14.492   14.496   14.501   14.505
mu[510]         14.138   0.000  0.009   14.138   14.142   14.146   14.150
mu[511]         13.567   0.000  0.007   13.567   13.570   13.573   13.576
mu[512]         13.700   0.000  0.008   13.700   13.703   13.706   13.709
mu[513]         13.268   0.000  0.010   13.269   13.273   13.277   13.281
mu[514]         12.843   0.000  0.008   12.843   12.846   12.849   12.853
mu[515]         12.880   0.000  0.005   12.880   12.882   12.884   12.886
mu[516]         13.200   0.000  0.007   13.200   13.203   13.206   13.209
mu[517]         12.814   0.000  0.006   12.814   12.816   12.819   12.822
mu[518]         13.022   0.000  0.005   13.022   13.024   13.026   13.029
mu[519]         12.981   0.000  0.008   12.981   12.984   12.987   12.991
mu[520]         12.381   0.000  0.005   12.381   12.383   12.385   12.388
mu[521]         12.703   0.000  0.007   12.703   12.706   12.708   12.711
mu[522]         12.563   0.000  0.006   12.563   12.565   12.568   12.570
mu[523]         12.344   0.000  0.007   12.344   12.347   12.350   12.353
mu[524]         12.191   0.000  0.007   12.190   12.194   12.197   12.200
mu[525]         12.296   0.000  0.011   12.296   12.301   12.306   12.311
mu[526]         11.795   0.000  0.008   11.795   11.799   11.802   11.806
mu[527]         11.730   0.000  0.008   11.730   11.733   11.737   11.740
mu[528]         12.244   0.000  0.009   12.244   12.248   12.252   12.256
mu[529]         11.997   0.000  0.004   11.997   11.999   12.000   12.002
mu[530]         12.297   0.000  0.006   12.297   12.300   12.303   12.305
mu[531]         12.106   0.000  0.005   12.106   12.108   12.110   12.112
mu[532]         11.460   0.000  0.012   11.460   11.465   11.470   11.476
mu[533]         11.714   0.000  0.011   11.714   11.719   11.724   11.729
mu[534]         11.874   0.000  0.006   11.874   11.877   11.879   11.882
mu[535]         11.677   0.000  0.004   11.677   11.679   11.681   11.683
mu[536]         12.660   0.000  0.010   12.660   12.664   12.669   12.673
mu[537]         12.262   0.000  0.010   12.262   12.267   12.271   12.275
mu[538]         11.825   0.000  0.004   11.825   11.827   11.828   11.830
mu[539]         11.874   0.000  0.009   11.874   11.878   11.882   11.886
mu[540]         11.555   0.000  0.005   11.555   11.557   11.559   11.562
mu[541]         11.495   0.000  0.006   11.495   11.498   11.500   11.503
mu[542]         11.585   0.000  0.005   11.585   11.587   11.589   11.591
mu[543]         11.337   0.000  0.005   11.337   11.340   11.342   11.344
mu[544]         11.143   0.000  0.004   11.143   11.145   11.147   11.148
mu[545]         11.702   0.000  0.010   11.702   11.706   11.710   11.715
mu[546]         11.320   0.000  0.007   11.320   11.323   11.326   11.328
mu[547]         11.374   0.000  0.004   11.374   11.375   11.377   11.379
mu[548]         11.299   0.000  0.006   11.299   11.301   11.304   11.307
mu[549]         11.622   0.000  0.008   11.622   11.625   11.629   11.632
mu[550]         11.550   0.000  0.009   11.550   11.555   11.559   11.562
mu[551]         11.261   0.000  0.008   11.261   11.265   11.267   11.271
mu[552]         10.991   0.000  0.005   10.991   10.993   10.995   10.997
mu[553]         10.851   0.000  0.004   10.851   10.853   10.855   10.856
mu[554]         11.037   0.000  0.006   11.037   11.039   11.042   11.044
mu[555]         10.973   0.000  0.005   10.973   10.975   10.977   10.979
mu[556]         10.431   0.000  0.007   10.431   10.434   10.436   10.439
mu[557]         10.245   0.000  0.005   10.245   10.247   10.249   10.251
mu[558]         10.333   0.000  0.005   10.333   10.335   10.337   10.340
mu[559]         10.059   0.000  0.013   10.059   10.065   10.071   10.076
mu[560]         13.250   0.001  0.040   13.251   13.268   13.284   13.302
mu[561]         12.804   0.000  0.012   12.804   12.809   12.814   12.820
mu[562]         12.651   0.000  0.010   12.651   12.655   12.659   12.664
mu[563]         12.992   0.000  0.006   12.992   12.994   12.997   13.000
mu[564]         13.470   0.000  0.006   13.470   13.473   13.475   13.478
mu[565]         12.970   0.000  0.005   12.970   12.972   12.974   12.977
mu[566]         13.197   0.000  0.006   13.197   13.199   13.202   13.204
mu[567]         12.922   0.000  0.005   12.922   12.924   12.927   12.929
mu[568]         12.517   0.000  0.009   12.517   12.521   12.524   12.528
mu[569]         12.851   0.000  0.007   12.851   12.854   12.857   12.860
mu[570]         12.715   0.000  0.005   12.715   12.717   12.719   12.722
mu[571]         12.681   0.000  0.005   12.681   12.684   12.686   12.688
mu[572]         12.311   0.000  0.010   12.311   12.315   12.319   12.323
mu[573]         12.362   0.000  0.007   12.362   12.365   12.368   12.371
mu[574]         12.104   0.000  0.007   12.104   12.107   12.110   12.113
mu[575]         12.323   0.000  0.005   12.323   12.326   12.328   12.330
mu[576]         12.063   0.000  0.005   12.063   12.066   12.068   12.070
mu[577]         11.973   0.000  0.005   11.972   11.975   11.977   11.979
mu[578]         12.350   0.000  0.005   12.350   12.352   12.354   12.356
mu[579]         12.344   0.000  0.006   12.344   12.347   12.349   12.352
mu[580]         12.043   0.000  0.004   12.043   12.045   12.046   12.048
mu[581]         12.134   0.000  0.005   12.134   12.137   12.139   12.141
mu[582]         12.176   0.000  0.007   12.176   12.179   12.182   12.185
mu[583]         11.015   0.000  0.026   11.015   11.027   11.037   11.049
mu[584]         11.063   0.000  0.005   11.063   11.065   11.067   11.069
mu[585]         10.847   0.000  0.005   10.847   10.849   10.851   10.853
mu[586]         10.477   0.000  0.005   10.477   10.480   10.482   10.484
mu[587]         10.601   0.000  0.006   10.601   10.604   10.606   10.609
mu[588]         11.237   0.000  0.004   11.237   11.239   11.241   11.243
mu[589]         11.262   0.000  0.007   11.262   11.265   11.268   11.271
mu[590]         11.539   0.000  0.005   11.539   11.542   11.544   11.546
mu[591]         11.600   0.000  0.004   11.600   11.602   11.603   11.605
mu[592]         17.702   0.002  0.121   17.703   17.755   17.805   17.857
mu[593]         18.661   0.001  0.040   18.661   18.679   18.694   18.713
mu[594]         19.194   0.001  0.033   19.194   19.208   19.221   19.236
mu[595]         18.586   0.000  0.011   18.586   18.591   18.596   18.601
mu[596]         19.074   0.000  0.015   19.073   19.080   19.086   19.093
mu[597]         19.431   0.000  0.019   19.431   19.439   19.447   19.456
mu[598]         19.295   0.000  0.011   19.295   19.300   19.305   19.309
mu[599]         19.598   0.000  0.018   19.598   19.606   19.613   19.621
mu[600]         19.393   0.000  0.013   19.393   19.399   19.405   19.410
mu[601]         19.477   0.000  0.015   19.477   19.483   19.490   19.497
mu[602]         19.586   0.000  0.011   19.586   19.591   19.596   19.601
mu[603]         20.435   0.000  0.012   20.435   20.440   20.445   20.450
mu[604]         20.198   0.000  0.028   20.198   20.210   20.221   20.233
mu[605]         20.016   0.000  0.012   20.016   20.021   20.026   20.031
mu[606]         20.364   0.000  0.017   20.363   20.371   20.378   20.386
mu[607]         20.405   0.000  0.012   20.405   20.411   20.416   20.421
mu[608]         20.437   0.000  0.013   20.437   20.443   20.448   20.454
mu[609]         20.720   0.000  0.014   20.720   20.726   20.731   20.737
mu[610]         20.390   0.000  0.014   20.390   20.396   20.401   20.407
mu[611]         20.727   0.000  0.015   20.727   20.733   20.739   20.745
mu[612]         20.424   0.000  0.015   20.424   20.430   20.436   20.443
mu[613]         20.096   0.000  0.017   20.096   20.104   20.110   20.118
mu[614]         18.238   0.000  0.029   18.238   18.251   18.262   18.274
mu[615]         16.399   0.000  0.010   16.399   16.403   16.407   16.412
mu[616]         15.424   0.000  0.025   15.424   15.435   15.445   15.456
mu[617]         15.675   0.000  0.024   15.674   15.686   15.696   15.706
mu[618]         15.213   0.000  0.016   15.213   15.221   15.227   15.234
mu[619]         14.654   0.000  0.008   14.654   14.658   14.661   14.665
mu[620]         14.650   0.000  0.007   14.650   14.653   14.656   14.659
mu[621]         14.740   0.000  0.013   14.740   14.746   14.751   14.757
mu[622]         15.263   0.000  0.006   15.263   15.265   15.268   15.271
mu[623]         15.422   0.000  0.010   15.422   15.427   15.431   15.436
mu[624]         15.141   0.000  0.013   15.141   15.146   15.152   15.157
mu[625]         15.096   0.000  0.006   15.096   15.098   15.101   15.104
mu[626]         14.530   0.000  0.011   14.530   14.535   14.539   14.544
mu[627]         14.396   0.000  0.006   14.396   14.399   14.402   14.405
mu[628]         14.094   0.000  0.007   14.094   14.097   14.100   14.103
mu[629]         13.800   0.000  0.011   13.800   13.805   13.809   13.814
mu[630]         13.778   0.000  0.015   13.778   13.785   13.791   13.798
mu[631]         13.358   0.000  0.007   13.358   13.361   13.364   13.367
mu[632]         13.391   0.000  0.005   13.391   13.393   13.396   13.398
mu[633]         13.434   0.000  0.008   13.434   13.438   13.441   13.445
mu[634]         13.231   0.000  0.006   13.231   13.234   13.237   13.239
mu[635]         12.761   0.000  0.010   12.761   12.765   12.770   12.774
mu[636]         12.689   0.000  0.008   12.689   12.692   12.695   12.698
mu[637]         12.266   0.000  0.006   12.266   12.268   12.270   12.273
mu[638]         12.754   0.000  0.023   12.754   12.764   12.773   12.783
mu[639]         12.976   0.000  0.005   12.976   12.978   12.980   12.982
mu[640]         12.796   0.000  0.016   12.796   12.803   12.810   12.816
mu[641]         12.580   0.000  0.004   12.580   12.582   12.584   12.585
mu[642]         12.809   0.000  0.006   12.809   12.812   12.814   12.817
mu[643]         12.511   0.000  0.007   12.511   12.514   12.517   12.521
mu[644]         12.342   0.000  0.008   12.342   12.345   12.349   12.352
mu[645]         12.335   0.000  0.004   12.335   12.337   12.338   12.340
mu[646]         11.937   0.000  0.005   11.937   11.939   11.942   11.944
mu[647]         11.936   0.000  0.007   11.936   11.939   11.942   11.945
mu[648]         12.050   0.000  0.007   12.050   12.053   12.056   12.059
mu[649]         12.378   0.000  0.007   12.378   12.381   12.384   12.387
mu[650]         12.428   0.000  0.004   12.428   12.429   12.431   12.433
mu[651]         12.526   0.000  0.012   12.526   12.532   12.537   12.542
mu[652]         12.454   0.000  0.006   12.454   12.457   12.460   12.463
mu[653]         12.478   0.000  0.007   12.478   12.481   12.484   12.487
mu[654]         12.504   0.000  0.005   12.504   12.506   12.509   12.511
mu[655]         12.534   0.000  0.004   12.534   12.536   12.538   12.539
mu[656]         12.487   0.000  0.005   12.487   12.489   12.491   12.493
mu[657]         12.516   0.000  0.004   12.516   12.518   12.520   12.522
mu[658]         12.524   0.000  0.004   12.524   12.526   12.528   12.530
mu[659]         12.565   0.000  0.004   12.565   12.567   12.568   12.570
mu[660]         12.359   0.000  0.008   12.359   12.363   12.366   12.370
mu[661]         12.001   0.000  0.007   12.001   12.005   12.007   12.011
mu[662]         12.122   0.000  0.011   12.122   12.127   12.132   12.136
mu[663]         12.118   0.000  0.004   12.118   12.120   12.121   12.123
mu[664]         12.439   0.000  0.009   12.439   12.443   12.446   12.451
mu[665]         12.736   0.000  0.006   12.736   12.739   12.741   12.743
mu[666]         12.204   0.000  0.004   12.204   12.206   12.208   12.210
mu[667]         12.424   0.000  0.005   12.424   12.426   12.428   12.431
mu[668]         12.057   0.000  0.005   12.057   12.059   12.061   12.064
mu[669]         11.884   0.000  0.007   11.884   11.887   11.890   11.894
mu[670]         12.080   0.000  0.005   12.079   12.082   12.084   12.086
mu[671]         12.378   0.000  0.005   12.378   12.380   12.383   12.385
mu[672]         12.140   0.000  0.004   12.140   12.142   12.144   12.145
mu[673]         11.861   0.000  0.005   11.861   11.863   11.865   11.868
mu[674]         11.917   0.000  0.007   11.917   11.920   11.923   11.926
mu[675]         11.780   0.000  0.005   11.780   11.782   11.784   11.787
mu[676]         11.906   0.000  0.004   11.906   11.908   11.910   11.912
mu[677]         12.063   0.000  0.006   12.062   12.065   12.068   12.070
mu[678]         11.535   0.000  0.005   11.535   11.537   11.539   11.542
mu[679]         11.517   0.000  0.004   11.517   11.519   11.521   11.523
mu[680]         11.105   0.000  0.005   11.105   11.107   11.109   11.112
mu[681]         10.905   0.000  0.004   10.905   10.907   10.909   10.911
mu[682]         11.243   0.000  0.004   11.242   11.244   11.246   11.248
mu[683]         11.507   0.000  0.004   11.507   11.508   11.510   11.512
mu[684]         11.250   0.000  0.011   11.250   11.254   11.259   11.263
mu[685]         11.029   0.000  0.004   11.029   11.031   11.033   11.035
mu[686]         10.880   0.000  0.004   10.880   10.881   10.883   10.885
mu[687]         10.613   0.000  0.006   10.613   10.615   10.618   10.620
mu[688]         10.960   0.000  0.005   10.960   10.963   10.965   10.967
mu[689]         10.770   0.000  0.005   10.770   10.772   10.774   10.776
mu[690]         10.906   0.000  0.010   10.906   10.911   10.915   10.919
mu[691]         10.899   0.000  0.008   10.899   10.903   10.906   10.910
mu[692]         11.003   0.000  0.005   11.003   11.005   11.007   11.009
mu[693]         10.680   0.000  0.006   10.680   10.683   10.685   10.688
mu[694]         10.665   0.000  0.005   10.665   10.668   10.670   10.672
mu[695]         10.599   0.000  0.005   10.599   10.601   10.603   10.605
mu[696]         10.467   0.000  0.004   10.467   10.469   10.470   10.472
mu[697]         10.326   0.000  0.005   10.326   10.328   10.330   10.333
mu[698]         10.159   0.000  0.006   10.159   10.161   10.163   10.166
mu[699]         10.440   0.000  0.018   10.440   10.448   10.455   10.462
mu[700]         11.139   0.000  0.004   11.139   11.141   11.143   11.145
mu[701]         11.030   0.000  0.004   11.030   11.032   11.034   11.036
mu[702]         10.866   0.000  0.005   10.866   10.868   10.870   10.873
mu[703]         10.934   0.000  0.005   10.934   10.936   10.938   10.941
mu[704]         10.880   0.000  0.005   10.880   10.882   10.884   10.886
mu[705]         10.856   0.000  0.005   10.856   10.858   10.860   10.862
mu[706]         10.753   0.000  0.005   10.753   10.755   10.758   10.760
mu[707]         10.976   0.000  0.006   10.976   10.978   10.981   10.983
mu[708]         10.905   0.000  0.005   10.905   10.907   10.909   10.912
mu[709]         10.746   0.000  0.005   10.746   10.748   10.750   10.753
mu[710]         10.762   0.000  0.006   10.762   10.765   10.767   10.770
mu[711]         10.598   0.000  0.008   10.598   10.601   10.604   10.608
mu[712]         10.456   0.000  0.005   10.456   10.458   10.460   10.463
mu[713]         10.248   0.000  0.006   10.248   10.251   10.253   10.256
mu[714]         10.138   0.000  0.004   10.138   10.140   10.142   10.144
mu[715]         10.017   0.000  0.005   10.018   10.020   10.022   10.024
mu[716]         10.105   0.000  0.004   10.105   10.107   10.109   10.111
mu[717]          9.800   0.000  0.006    9.800    9.802    9.805    9.807
mu[718]          9.681   0.000  0.005    9.681    9.683    9.685    9.688
mu[719]         10.043   0.000  0.007   10.043   10.046   10.049   10.052
mu[720]         10.092   0.000  0.008   10.092   10.095   10.098   10.102
mu[721]         10.473   0.000  0.009   10.473   10.477   10.481   10.485
mu[722]          9.759   0.000  0.011    9.759    9.764    9.769    9.774
mu[723]         10.154   0.000  0.004   10.154   10.156   10.158   10.160
mu[724]         10.471   0.000  0.004   10.471   10.473   10.475   10.477
mu[725]         10.552   0.000  0.008   10.552   10.555   10.558   10.562
mu[726]         10.662   0.000  0.009   10.662   10.666   10.670   10.674
mu[727]         10.353   0.000  0.006   10.353   10.356   10.358   10.361
mu[728]         10.433   0.000  0.005   10.433   10.435   10.437   10.439
mu[729]         10.433   0.000  0.005   10.433   10.436   10.438   10.440
mu[730]         10.621   0.000  0.006   10.621   10.624   10.626   10.629
mu[731]         10.602   0.000  0.005   10.602   10.604   10.607   10.609
mu[732]         10.653   0.000  0.008   10.653   10.657   10.659   10.663
mu[733]         10.494   0.000  0.006   10.494   10.496   10.499   10.501
mu[734]         11.305   0.000  0.014   11.305   11.311   11.317   11.323
mu[735]         11.620   0.000  0.005   11.620   11.622   11.624   11.626
mu[736]         11.332   0.000  0.004   11.332   11.334   11.335   11.337
mu[737]         11.375   0.000  0.008   11.375   11.379   11.382   11.386
mu[738]         11.482   0.000  0.004   11.482   11.484   11.486   11.488
mu[739]         11.386   0.000  0.006   11.386   11.388   11.391   11.393
mu[740]         11.727   0.000  0.006   11.727   11.730   11.732   11.735
mu[741]         11.612   0.000  0.008   11.612   11.616   11.619   11.622
mu[742]         11.750   0.000  0.006   11.751   11.753   11.756   11.758
mu[743]         11.768   0.000  0.004   11.768   11.770   11.772   11.774
mu[744]         11.561   0.000  0.008   11.561   11.565   11.568   11.572
mu[745]         11.643   0.000  0.006   11.643   11.646   11.648   11.651
mu[746]         11.344   0.000  0.006   11.344   11.347   11.349   11.352
mu[747]         10.937   0.000  0.006   10.938   10.940   10.943   10.946
mu[748]         11.061   0.000  0.006   11.061   11.063   11.065   11.068
mu[749]         11.205   0.000  0.004   11.205   11.207   11.209   11.210
mu[750]         11.248   0.000  0.004   11.248   11.250   11.252   11.254
mu[751]         10.852   0.000  0.005   10.852   10.854   10.856   10.858
mu[752]         10.764   0.000  0.004   10.765   10.767   10.768   10.770
mu[753]         10.989   0.000  0.005   10.989   10.991   10.993   10.995
mu[754]         11.286   0.000  0.012   11.286   11.292   11.296   11.301
mu[755]         11.551   0.000  0.005   11.551   11.553   11.555   11.557
mu[756]         11.214   0.000  0.006   11.214   11.216   11.219   11.222
mu[757]         10.614   0.000  0.006   10.614   10.617   10.619   10.621
mu[758]         10.487   0.000  0.006   10.487   10.490   10.492   10.495
mu[759]         10.718   0.000  0.005   10.718   10.720   10.722   10.725
mu[760]         10.441   0.000  0.006   10.441   10.443   10.446   10.448
mu[761]         10.571   0.000  0.005   10.571   10.573   10.575   10.577
mu[762]         10.987   0.000  0.010   10.987   10.992   10.997   11.001
mu[763]         10.503   0.000  0.006   10.503   10.506   10.508   10.511
mu[764]         10.448   0.000  0.004   10.448   10.450   10.452   10.454
mu[765]         10.203   0.000  0.006   10.203   10.205   10.208   10.210
mu[766]         10.326   0.000  0.006   10.326   10.328   10.331   10.333
mu[767]         10.123   0.000  0.009   10.123   10.126   10.130   10.134
mu[768]         10.300   0.000  0.004   10.300   10.302   10.304   10.306
mu[769]         10.267   0.000  0.004   10.267   10.269   10.271   10.273
mu[770]         10.093   0.000  0.005   10.093   10.095   10.097   10.099
mu[771]         10.254   0.000  0.006   10.254   10.257   10.260   10.262
mu[772]         10.221   0.000  0.005   10.221   10.223   10.225   10.227
mu[773]         10.212   0.000  0.005   10.212   10.214   10.216   10.218
mu[774]         10.811   0.000  0.006   10.811   10.814   10.817   10.819
mu[775]         10.622   0.000  0.006   10.622   10.625   10.627   10.630
mu[776]         10.299   0.000  0.006   10.299   10.301   10.304   10.306
mu[777]         10.176   0.000  0.007   10.176   10.179   10.182   10.186
mu[778]          9.874   0.000  0.005    9.874    9.876    9.878    9.880
mu[779]         10.391   0.000  0.009   10.391   10.395   10.399   10.403
mu[780]         10.281   0.000  0.008   10.281   10.284   10.287   10.290
mu[781]         10.005   0.000  0.005   10.005   10.007   10.009   10.012
mu[782]         10.140   0.000  0.004   10.140   10.142   10.144   10.146
mu[783]          9.921   0.000  0.007    9.921    9.924    9.926    9.930
mu[784]          9.900   0.000  0.006    9.900    9.902    9.905    9.907
mu[785]          9.657   0.000  0.005    9.657    9.660    9.662    9.664
mu[786]          9.618   0.000  0.007    9.618    9.621    9.624    9.627
mu[787]          9.558   0.000  0.006    9.558    9.561    9.563    9.566
mu[788]         10.010   0.000  0.008   10.010   10.013   10.016   10.020
mu[789]         10.480   0.000  0.005   10.480   10.482   10.484   10.486
mu[790]         10.300   0.000  0.005   10.300   10.302   10.304   10.306
mu[791]         10.047   0.000  0.006   10.047   10.049   10.052   10.055
mu[792]         10.101   0.000  0.005   10.101   10.104   10.106   10.108
mu[793]         10.020   0.000  0.006   10.020   10.023   10.025   10.028
mu[794]         10.586   0.000  0.006   10.586   10.588   10.591   10.593
mu[795]         10.464   0.000  0.007   10.464   10.467   10.470   10.473
mu[796]         10.173   0.000  0.007   10.173   10.176   10.178   10.181
mu[797]         10.040   0.000  0.008   10.040   10.043   10.046   10.050
mu[798]         10.338   0.000  0.010   10.338   10.342   10.346   10.350
mu[799]         10.450   0.000  0.007   10.451   10.453   10.456   10.459
mu[800]         10.343   0.000  0.005   10.343   10.345   10.347   10.349
mu[801]         10.358   0.000  0.004   10.358   10.360   10.361   10.363
mu[802]          9.884   0.000  0.005    9.883    9.886    9.888    9.891
mu[803]          9.940   0.000  0.006    9.940    9.943    9.945    9.948
mu[804]         10.364   0.000  0.005   10.364   10.367   10.369   10.371
mu[805]         10.210   0.000  0.005   10.210   10.213   10.215   10.217
mu[806]         10.256   0.000  0.008   10.256   10.259   10.262   10.266
mu[807]         10.321   0.000  0.005   10.321   10.323   10.325   10.327
mu[808]         10.256   0.000  0.004   10.256   10.258   10.260   10.262
mu[809]         10.216   0.000  0.006   10.216   10.219   10.221   10.224
mu[810]         10.591   0.000  0.006   10.591   10.593   10.595   10.598
mu[811]         10.015   0.000  0.007   10.015   10.018   10.021   10.025
mu[812]          9.550   0.000  0.005    9.550    9.552    9.554    9.556
mu[813]          9.822   0.000  0.006    9.822    9.825    9.827    9.830
mu[814]         10.147   0.000  0.006   10.146   10.149   10.152   10.155
mu[815]          9.865   0.000  0.006    9.865    9.868    9.870    9.872
mu[816]         10.124   0.000  0.005   10.124   10.127   10.129   10.131
mu[817]          9.661   0.000  0.010    9.661    9.665    9.669    9.673
mu[818]          9.606   0.000  0.005    9.606    9.608    9.610    9.613
mu[819]          9.635   0.000  0.005    9.635    9.637    9.639    9.641
mu[820]          9.464   0.000  0.005    9.464    9.466    9.469    9.471
mu[821]          9.416   0.000  0.009    9.417    9.420    9.424    9.428
mu[822]          9.669   0.000  0.005    9.669    9.671    9.673    9.676
mu[823]          9.615   0.000  0.005    9.615    9.617    9.620    9.622
mu[824]          9.466   0.000  0.006    9.466    9.468    9.471    9.473
mu[825]          9.253   0.000  0.005    9.253    9.255    9.257    9.260
mu[826]          9.736   0.000  0.005    9.736    9.738    9.740    9.742
mu[827]          9.780   0.000  0.006    9.780    9.782    9.785    9.787
mu[828]          9.520   0.000  0.005    9.520    9.522    9.524    9.526
mu[829]          9.491   0.000  0.005    9.491    9.493    9.496    9.498
mu[830]          9.668   0.000  0.005    9.668    9.670    9.672    9.675
mu[831]          9.654   0.000  0.005    9.654    9.656    9.658    9.660
mu[832]          9.888   0.000  0.008    9.888    9.892    9.895    9.898
mu[833]          9.855   0.000  0.005    9.854    9.857    9.858    9.860
mu[834]          9.998   0.000  0.005    9.998   10.000   10.002   10.004
mu[835]         10.104   0.000  0.008   10.103   10.107   10.110   10.113
mu[836]         10.120   0.000  0.005   10.120   10.122   10.124   10.126
mu[837]         10.177   0.000  0.008   10.177   10.180   10.183   10.187
mu[838]         10.062   0.000  0.004   10.062   10.064   10.065   10.067
mu[839]          9.843   0.000  0.005    9.843    9.845    9.847    9.849
mu[840]          9.827   0.000  0.006    9.827    9.830    9.832    9.835
mu[841]         10.115   0.000  0.011   10.115   10.120   10.124   10.129
mu[842]         11.548   0.000  0.012   11.548   11.554   11.559   11.564
mu[843]         11.210   0.000  0.010   11.210   11.214   11.218   11.223
mu[844]         11.430   0.000  0.008   11.430   11.433   11.436   11.440
mu[845]         11.343   0.000  0.008   11.343   11.347   11.351   11.354
mu[846]         11.570   0.000  0.006   11.570   11.573   11.575   11.578
mu[847]         11.931   0.000  0.010   11.931   11.936   11.940   11.944
mu[848]         11.929   0.000  0.004   11.929   11.931   11.933   11.935
mu[849]         11.742   0.000  0.004   11.742   11.744   11.746   11.747
mu[850]         11.916   0.000  0.005   11.916   11.918   11.920   11.923
mu[851]         11.992   0.000  0.008   11.992   11.995   11.998   12.002
mu[852]         12.125   0.000  0.007   12.125   12.128   12.131   12.134
mu[853]         11.999   0.000  0.004   11.999   12.001   12.003   12.004
mu[854]         12.105   0.000  0.004   12.105   12.107   12.109   12.111
mu[855]         12.013   0.000  0.004   12.013   12.015   12.017   12.018
mu[856]         12.048   0.000  0.006   12.048   12.050   12.053   12.055
mu[857]         12.032   0.000  0.007   12.032   12.035   12.038   12.041
mu[858]         12.517   0.000  0.010   12.517   12.521   12.525   12.529
mu[859]         11.991   0.000  0.009   11.991   11.995   11.998   12.002
mu[860]         12.046   0.000  0.005   12.046   12.048   12.051   12.053
mu[861]         12.012   0.000  0.005   12.012   12.015   12.017   12.019
mu[862]         12.272   0.000  0.007   12.272   12.275   12.278   12.281
mu[863]         12.290   0.000  0.006   12.290   12.292   12.295   12.297
mu[864]         12.192   0.000  0.005   12.192   12.194   12.196   12.198
mu[865]         11.610   0.000  0.011   11.610   11.614   11.619   11.623
mu[866]         11.882   0.000  0.006   11.882   11.885   11.887   11.890
mu[867]         12.160   0.000  0.007   12.160   12.164   12.167   12.170
mu[868]         12.093   0.000  0.008   12.093   12.096   12.099   12.103
mu[869]         11.738   0.000  0.005   11.738   11.740   11.742   11.745
mu[870]         11.807   0.000  0.006   11.807   11.810   11.813   11.815
mu[871]         12.588   0.000  0.006   12.588   12.591   12.593   12.596
mu[872]         12.604   0.000  0.005   12.604   12.606   12.608   12.610
mu[873]         12.567   0.000  0.004   12.567   12.569   12.570   12.572
mu[874]         12.727   0.000  0.005   12.727   12.729   12.731   12.733
mu[875]         12.488   0.000  0.004   12.488   12.490   12.491   12.493
mu[876]         12.450   0.000  0.005   12.450   12.453   12.455   12.457
mu[877]         12.345   0.000  0.004   12.345   12.347   12.349   12.350
mu[878]         12.387   0.000  0.004   12.387   12.389   12.390   12.392
mu[879]         12.357   0.000  0.005   12.357   12.359   12.361   12.363
mu[880]         12.163   0.000  0.004   12.163   12.165   12.166   12.168
mu[881]         11.873   0.000  0.005   11.873   11.876   11.878   11.880
mu[882]         12.003   0.000  0.005   12.003   12.006   12.008   12.010
mu[883]         11.841   0.000  0.005   11.841   11.843   11.844   11.846
mu[884]         11.872   0.000  0.004   11.872   11.874   11.876   11.878
mu[885]         11.815   0.000  0.009   11.815   11.819   11.822   11.827
mu[886]         11.900   0.000  0.005   11.900   11.902   11.904   11.906
mu[887]         11.760   0.000  0.004   11.760   11.762   11.764   11.766
mu[888]         12.009   0.000  0.005   12.009   12.011   12.013   12.015
mu[889]         11.730   0.000  0.004   11.730   11.732   11.734   11.736
mu[890]         11.445   0.000  0.008   11.445   11.448   11.452   11.455
mu[891]         11.507   0.000  0.006   11.507   11.510   11.512   11.515
mu[892]         11.281   0.000  0.005   11.281   11.283   11.285   11.287
mu[893]         11.000   0.000  0.008   11.000   11.004   11.007   11.011
mu[894]         10.416   0.000  0.006   10.416   10.419   10.421   10.424
mu[895]         10.108   0.000  0.004   10.108   10.110   10.111   10.113
mu[896]          9.889   0.000  0.006    9.889    9.892    9.894    9.897
mu[897]          9.929   0.000  0.005    9.929    9.931    9.934    9.936
mu[898]          9.635   0.000  0.007    9.635    9.638    9.640    9.643
mu[899]          9.786   0.000  0.005    9.786    9.788    9.790    9.792
mu[900]          9.748   0.000  0.006    9.749    9.751    9.754    9.756
mu[901]          9.649   0.000  0.007    9.649    9.652    9.655    9.658
mu[902]          9.723   0.000  0.006    9.723    9.726    9.728    9.731
mu[903]          9.855   0.000  0.006    9.855    9.858    9.860    9.863
mu[904]          9.832   0.000  0.005    9.832    9.834    9.836    9.838
mu[905]          9.711   0.000  0.006    9.711    9.714    9.716    9.719
mu[906]          9.990   0.000  0.007    9.990    9.994    9.997   10.000
mu[907]          9.616   0.000  0.006    9.616    9.618    9.621    9.623
mu[908]          9.580   0.000  0.006    9.580    9.582    9.585    9.588
mu[909]          9.336   0.000  0.007    9.336    9.339    9.342    9.345
mu[910]          9.344   0.000  0.006    9.344    9.347    9.349    9.351
mu[911]          9.314   0.000  0.005    9.314    9.317    9.319    9.321
mu[912]          9.768   0.000  0.007    9.768    9.771    9.774    9.777
mu[913]          9.542   0.000  0.006    9.542    9.544    9.546    9.549
mu[914]          9.255   0.000  0.009    9.255    9.259    9.262    9.266
mu[915]          9.698   0.000  0.006    9.698    9.701    9.704    9.706
mu[916]          9.555   0.000  0.006    9.555    9.558    9.560    9.563
mu[917]          9.503   0.000  0.005    9.503    9.505    9.507    9.509
mu[918]          9.375   0.000  0.005    9.374    9.377    9.379    9.381
mu[919]          9.375   0.000  0.005    9.375    9.377    9.380    9.382
mu[920]          9.032   0.000  0.007    9.033    9.036    9.038    9.041
mu[921]          9.187   0.000  0.006    9.187    9.190    9.192    9.195
mu[922]          8.984   0.000  0.006    8.984    8.986    8.989    8.991
mu[923]          9.013   0.000  0.008    9.013    9.016    9.019    9.023
mu[924]          9.284   0.000  0.007    9.284    9.287    9.290    9.293
mu[925]          9.268   0.000  0.006    9.268    9.271    9.273    9.275
mu[926]          9.228   0.000  0.005    9.228    9.230    9.232    9.234
mu[927]          9.267   0.000  0.006    9.267    9.270    9.273    9.275
mu[928]          9.556   0.000  0.005    9.556    9.558    9.560    9.562
mu[929]          9.290   0.000  0.006    9.290    9.293    9.295    9.298
mu[930]          9.850   0.000  0.012    9.851    9.856    9.860    9.865
mu[931]          9.897   0.000  0.005    9.897    9.899    9.901    9.904
mu[932]          9.759   0.000  0.006    9.759    9.761    9.764    9.766
mu[933]          9.566   0.000  0.005    9.566    9.568    9.570    9.573
mu[934]          9.420   0.000  0.006    9.420    9.423    9.425    9.428
mu[935]          9.417   0.000  0.006    9.417    9.420    9.422    9.425
mu[936]          9.730   0.000  0.010    9.731    9.735    9.739    9.743
mu[937]          9.887   0.000  0.006    9.887    9.890    9.892    9.895
mu[938]          9.544   0.000  0.005    9.544    9.546    9.548    9.550
mu[939]          9.541   0.000  0.007    9.541    9.543    9.546    9.549
mu[940]          9.391   0.000  0.006    9.391    9.393    9.396    9.399
mu[941]          9.374   0.000  0.005    9.374    9.377    9.379    9.381
mu[942]          9.355   0.000  0.005    9.355    9.357    9.359    9.361
mu[943]          9.541   0.000  0.007    9.541    9.544    9.547    9.550
mu[944]          9.196   0.000  0.006    9.196    9.198    9.200    9.203
mu[945]          9.199   0.000  0.009    9.199    9.203    9.206    9.210
mu[946]          9.208   0.000  0.006    9.208    9.210    9.213    9.216
mu[947]          8.826   0.000  0.007    8.826    8.829    8.832    8.835
mu[948]          8.777   0.000  0.005    8.777    8.780    8.782    8.784
mu[949]          8.458   0.000  0.008    8.458    8.462    8.465    8.469
mu[950]          8.271   0.000  0.006    8.271    8.273    8.276    8.278
mu[951]          8.134   0.000  0.009    8.134    8.138    8.141    8.145
mu[952]          8.478   0.000  0.009    8.478    8.482    8.485    8.489
mu[953]          8.169   0.000  0.015    8.169    8.176    8.182    8.189
mu[954]          8.445   0.000  0.008    8.445    8.449    8.452    8.456
mu[955]          8.492   0.000  0.007    8.492    8.495    8.498    8.501
mu[956]          8.440   0.000  0.010    8.440    8.444    8.448    8.452
mu[957]          8.385   0.000  0.007    8.385    8.387    8.390    8.393
mu[958]          8.365   0.000  0.007    8.365    8.368    8.371    8.374
mu[959]          8.214   0.000  0.006    8.213    8.216    8.219    8.222
mu[960]          8.556   0.000  0.006    8.556    8.559    8.562    8.564
mu[961]          8.997   0.000  0.008    8.997    9.001    9.004    9.008
mu[962]          8.688   0.000  0.006    8.688    8.691    8.693    8.696
mu[963]          8.738   0.000  0.007    8.738    8.741    8.744    8.747
mu[964]          8.614   0.000  0.006    8.614    8.616    8.619    8.621
mu[965]          9.142   0.000  0.008    9.142    9.145    9.149    9.152
mu[966]          9.176   0.000  0.005    9.176    9.178    9.180    9.182
mu[967]          9.308   0.000  0.006    9.308    9.311    9.313    9.316
mu[968]          9.296   0.000  0.006    9.296    9.299    9.301    9.304
mu[969]          9.359   0.000  0.005    9.359    9.362    9.364    9.366
mu[970]          9.515   0.000  0.006    9.515    9.517    9.519    9.522
mu[971]          9.987   0.000  0.007    9.987    9.991    9.994    9.997
mu[972]         10.047   0.000  0.005   10.046   10.049   10.051   10.053
mu[973]         10.383   0.000  0.005   10.383   10.385   10.387   10.389
mu[974]         10.458   0.000  0.008   10.458   10.462   10.465   10.468
mu[975]         10.516   0.000  0.004   10.516   10.518   10.520   10.521
mu[976]         10.463   0.000  0.010   10.463   10.468   10.472   10.476
mu[977]         10.438   0.000  0.005   10.438   10.441   10.443   10.445
mu[978]         10.393   0.000  0.005   10.393   10.395   10.397   10.399
mu[979]         11.041   0.000  0.009   11.041   11.045   11.049   11.053
mu[980]         11.043   0.000  0.004   11.043   11.045   11.047   11.049
mu[981]         11.076   0.000  0.005   11.076   11.078   11.080   11.083
mu[982]         11.378   0.000  0.009   11.378   11.382   11.385   11.389
mu[983]         11.539   0.000  0.004   11.539   11.541   11.542   11.544
mu[984]         11.501   0.000  0.004   11.501   11.503   11.505   11.507
mu[985]         11.765   0.000  0.006   11.765   11.767   11.770   11.773
mu[986]         11.702   0.000  0.004   11.702   11.704   11.706   11.708
mu[987]         11.666   0.000  0.004   11.666   11.668   11.670   11.672
mu[988]         11.632   0.000  0.007   11.633   11.636   11.638   11.641
mu[989]         12.166   0.000  0.011   12.166   12.171   12.175   12.180
mu[990]         12.805   0.000  0.007   12.805   12.809   12.812   12.815
mu[991]         12.833   0.000  0.009   12.833   12.837   12.841   12.845
mu[992]         12.721   0.000  0.004   12.721   12.723   12.725   12.727
mu[993]         12.616   0.000  0.005   12.616   12.618   12.620   12.622
mu[994]         12.653   0.000  0.005   12.653   12.655   12.658   12.660
mu[995]         12.596   0.000  0.005   12.595   12.598   12.600   12.602
mu[996]         12.361   0.000  0.006   12.361   12.364   12.367   12.369
mu[997]         12.420   0.000  0.005   12.420   12.422   12.424   12.426
mu[998]         12.146   0.000  0.004   12.146   12.148   12.149   12.151
mu[999]         12.105   0.000  0.006   12.105   12.107   12.110   12.112
mu[1000]        12.277   0.000  0.005   12.277   12.279   12.281   12.283
mu[1001]        12.250   0.000  0.007   12.250   12.253   12.256   12.258
mu[1002]        11.833   0.000  0.006   11.833   11.835   11.838   11.840
mu[1003]        12.251   0.000  0.007   12.251   12.254   12.257   12.260
mu[1004]        12.023   0.000  0.004   12.023   12.025   12.026   12.028
mu[1005]        11.732   0.000  0.005   11.732   11.734   11.736   11.739
mu[1006]        11.729   0.000  0.008   11.729   11.733   11.736   11.740
mu[1007]        11.924   0.000  0.008   11.924   11.927   11.931   11.934
mu[1008]        11.612   0.000  0.010   11.611   11.616   11.620   11.624
mu[1009]        11.568   0.000  0.004   11.568   11.570   11.572   11.574
mu[1010]        11.466   0.000  0.004   11.466   11.468   11.469   11.471
mu[1011]        11.292   0.000  0.004   11.292   11.293   11.295   11.297
mu[1012]        10.552   0.000  0.020   10.552   10.561   10.569   10.578
mu[1013]        10.387   0.000  0.004   10.387   10.389   10.390   10.392
mu[1014]        10.429   0.000  0.005   10.429   10.431   10.433   10.435
mu[1015]        10.351   0.000  0.004   10.351   10.353   10.355   10.357
mu[1016]        10.269   0.000  0.005   10.269   10.271   10.274   10.276
mu[1017]        10.201   0.000  0.005   10.201   10.203   10.205   10.207
mu[1018]        10.274   0.000  0.012   10.274   10.279   10.284   10.290
mu[1019]        10.536   0.000  0.016   10.536   10.543   10.550   10.556
mu[1020]        10.788   0.000  0.007   10.788   10.791   10.794   10.797
mu[1021]        11.094   0.000  0.005   11.094   11.096   11.098   11.101
mu[1022]        11.074   0.000  0.005   11.074   11.077   11.078   11.081
mu[1023]        10.725   0.000  0.005   10.725   10.727   10.729   10.731
mu[1024]        10.795   0.000  0.005   10.795   10.797   10.799   10.801
mu[1025]        11.306   0.000  0.006   11.306   11.308   11.311   11.313
mu[1026]        10.700   0.000  0.012   10.700   10.706   10.711   10.716
mu[1027]        10.703   0.000  0.005   10.703   10.706   10.707   10.710
mu[1028]        10.523   0.000  0.007   10.523   10.526   10.529   10.532
mu[1029]        10.671   0.000  0.008   10.671   10.674   10.677   10.681
mu[1030]        10.573   0.000  0.007   10.573   10.576   10.579   10.582
mu[1031]        10.482   0.000  0.005   10.482   10.484   10.486   10.488
mu[1032]        10.577   0.000  0.005   10.577   10.579   10.581   10.583
mu[1033]        10.698   0.000  0.007   10.698   10.701   10.704   10.707
mu[1034]        10.771   0.000  0.004   10.771   10.773   10.774   10.776
mu[1035]        10.719   0.000  0.005   10.719   10.721   10.724   10.726
mu[1036]        10.652   0.000  0.004   10.652   10.654   10.656   10.658
mu[1037]        10.861   0.000  0.005   10.861   10.863   10.865   10.867
mu[1038]        11.290   0.000  0.009   11.290   11.294   11.298   11.302
mu[1039]        11.468   0.000  0.005   11.467   11.470   11.472   11.474
mu[1040]        11.454   0.000  0.005   11.454   11.456   11.458   11.461
mu[1041]        11.321   0.000  0.005   11.321   11.323   11.325   11.327
mu[1042]        10.928   0.000  0.006   10.928   10.931   10.933   10.936
mu[1043]        10.887   0.000  0.004   10.887   10.889   10.891   10.893
mu[1044]        10.736   0.000  0.006   10.736   10.739   10.741   10.744
mu[1045]        10.969   0.000  0.010   10.969   10.974   10.978   10.982
mu[1046]        10.808   0.000  0.004   10.808   10.810   10.812   10.814
mu[1047]        10.693   0.000  0.007   10.693   10.696   10.699   10.702
mu[1048]        10.674   0.000  0.005   10.674   10.676   10.678   10.680
mu[1049]        10.589   0.000  0.005   10.589   10.591   10.593   10.595
mu[1050]        10.586   0.000  0.005   10.586   10.588   10.590   10.592
mu[1051]        10.805   0.000  0.005   10.805   10.807   10.810   10.812
mu[1052]        10.576   0.000  0.005   10.576   10.578   10.580   10.582
mu[1053]        10.225   0.000  0.005   10.225   10.227   10.229   10.232
mu[1054]        10.162   0.000  0.007   10.162   10.165   10.167   10.170
mu[1055]        10.127   0.000  0.005   10.127   10.129   10.131   10.133
mu[1056]         9.869   0.000  0.008    9.869    9.873    9.876    9.879
mu[1057]        10.072   0.000  0.007   10.072   10.075   10.078   10.081
mu[1058]        10.049   0.000  0.005   10.049   10.052   10.054   10.056
mu[1059]         9.731   0.000  0.005    9.731    9.733    9.735    9.737
mu[1060]         9.406   0.000  0.007    9.406    9.409    9.412    9.415
mu[1061]         8.775   0.000  0.007    8.775    8.778    8.781    8.783
mu[1062]         8.617   0.000  0.008    8.617    8.621    8.624    8.627
mu[1063]         8.896   0.000  0.006    8.896    8.899    8.901    8.903
mu[1064]         9.218   0.000  0.009    9.218    9.222    9.225    9.229
mu[1065]         9.184   0.000  0.005    9.184    9.186    9.188    9.191
mu[1066]         8.733   0.000  0.006    8.733    8.736    8.738    8.741
mu[1067]         8.710   0.000  0.005    8.710    8.712    8.715    8.717
mu[1068]         9.454   0.000  0.016    9.453    9.461    9.467    9.474
mu[1069]         9.440   0.000  0.005    9.440    9.443    9.445    9.447
mu[1070]         9.528   0.000  0.006    9.528    9.531    9.534    9.536
mu[1071]         9.421   0.000  0.006    9.421    9.424    9.427    9.429
mu[1072]         8.967   0.000  0.007    8.968    8.971    8.973    8.976
mu[1073]         8.782   0.000  0.005    8.782    8.784    8.786    8.789
mu[1074]         8.965   0.000  0.006    8.965    8.968    8.970    8.973
mu[1075]         9.087   0.000  0.008    9.087    9.090    9.093    9.097
mu[1076]         9.467   0.000  0.008    9.467    9.471    9.474    9.477
mu[1077]         9.327   0.000  0.006    9.327    9.329    9.331    9.334
mu[1078]         9.060   0.000  0.006    9.060    9.062    9.065    9.067
mu[1079]         8.978   0.000  0.007    8.978    8.982    8.984    8.987
mu[1080]         8.638   0.000  0.007    8.638    8.641    8.644    8.647
mu[1081]         8.881   0.000  0.005    8.881    8.883    8.885    8.887
mu[1082]         8.872   0.000  0.005    8.872    8.875    8.877    8.879
mu[1083]         9.104   0.000  0.009    9.104    9.108    9.112    9.116
mu[1084]         9.113   0.000  0.006    9.113    9.116    9.118    9.120
mu[1085]         8.928   0.000  0.006    8.928    8.930    8.933    8.935
mu[1086]         8.850   0.000  0.007    8.850    8.853    8.856    8.860
mu[1087]         8.679   0.000  0.006    8.679    8.682    8.684    8.687
mu[1088]         8.561   0.000  0.007    8.561    8.564    8.567    8.570
mu[1089]         8.682   0.000  0.007    8.682    8.686    8.689    8.692
mu[1090]         8.473   0.000  0.006    8.473    8.476    8.478    8.481
mu[1091]         8.057   0.000  0.011    8.057    8.062    8.066    8.071
mu[1092]         7.777   0.000  0.009    7.777    7.781    7.785    7.788
mu[1093]         7.853   0.000  0.007    7.853    7.856    7.859    7.862
mu[1094]         7.791   0.000  0.006    7.791    7.794    7.796    7.799
mu[1095]         8.855   0.000  0.012    8.855    8.861    8.866    8.871
mu[1096]         8.996   0.000  0.007    8.996    8.999    9.002    9.005
mu[1097]         9.036   0.000  0.025    9.036    9.048    9.057    9.069
mu[1098]         8.897   0.000  0.006    8.897    8.899    8.902    8.905
mu[1099]         8.876   0.000  0.006    8.876    8.878    8.881    8.883
mu[1100]         8.763   0.000  0.007    8.763    8.766    8.769    8.772
mu[1101]         8.809   0.000  0.006    8.809    8.811    8.814    8.816
mu[1102]         8.760   0.000  0.008    8.760    8.764    8.768    8.771
mu[1103]         8.554   0.000  0.006    8.554    8.557    8.559    8.562
mu[1104]         8.566   0.000  0.008    8.566    8.570    8.573    8.576
mu[1105]         8.591   0.000  0.007    8.591    8.594    8.597    8.600
mu[1106]         8.405   0.000  0.006    8.405    8.408    8.410    8.413
mu[1107]         8.561   0.000  0.008    8.561    8.565    8.568    8.571
mu[1108]         8.394   0.000  0.006    8.394    8.397    8.399    8.402
mu[1109]         8.619   0.000  0.006    8.619    8.621    8.623    8.626
mu[1110]         9.000   0.000  0.006    9.000    9.002    9.004    9.007
mu[1111]         8.992   0.000  0.006    8.992    8.994    8.997    8.999
mu[1112]         8.772   0.000  0.006    8.772    8.775    8.777    8.780
mu[1113]         8.905   0.000  0.006    8.905    8.907    8.910    8.912
mu[1114]         8.821   0.000  0.008    8.821    8.825    8.828    8.831
mu[1115]         8.700   0.000  0.006    8.700    8.702    8.705    8.707
mu[1116]         8.910   0.000  0.006    8.910    8.913    8.915    8.918
mu[1117]         9.353   0.000  0.007    9.353    9.357    9.360    9.363
mu[1118]         8.559   0.000  0.015    8.559    8.566    8.572    8.579
mu[1119]         8.651   0.000  0.012    8.651    8.656    8.661    8.666
mu[1120]         8.442   0.000  0.006    8.442    8.444    8.447    8.449
mu[1121]         8.290   0.000  0.008    8.290    8.294    8.297    8.301
mu[1122]         8.681   0.000  0.006    8.681    8.684    8.686    8.689
mu[1123]         8.652   0.000  0.006    8.652    8.655    8.657    8.660
mu[1124]         8.531   0.000  0.006    8.531    8.534    8.537    8.539
mu[1125]         9.312   0.000  0.008    9.313    9.316    9.320    9.323
mu[1126]         9.285   0.000  0.008    9.285    9.289    9.292    9.296
mu[1127]         9.404   0.000  0.008    9.404    9.407    9.410    9.414
mu[1128]         9.353   0.000  0.006    9.353    9.356    9.358    9.361
mu[1129]         9.475   0.000  0.005    9.475    9.477    9.479    9.481
mu[1130]         9.487   0.000  0.005    9.487    9.489    9.492    9.494
mu[1131]         9.581   0.000  0.007    9.581    9.584    9.587    9.589
mu[1132]         9.406   0.000  0.005    9.406    9.409    9.411    9.413
mu[1133]         9.039   0.000  0.008    9.039    9.042    9.046    9.049
mu[1134]         9.084   0.000  0.006    9.084    9.087    9.089    9.091
mu[1135]         9.444   0.000  0.006    9.444    9.447    9.449    9.452
mu[1136]         9.486   0.000  0.005    9.486    9.488    9.490    9.493
mu[1137]         9.588   0.000  0.006    9.588    9.591    9.593    9.596
mu[1138]         9.539   0.000  0.005    9.539    9.541    9.543    9.546
mu[1139]         9.502   0.000  0.005    9.502    9.504    9.507    9.509
mu[1140]         9.364   0.000  0.006    9.364    9.367    9.369    9.372
mu[1141]         9.308   0.000  0.007    9.308    9.311    9.314    9.317
mu[1142]         9.201   0.000  0.005    9.201    9.203    9.206    9.208
mu[1143]         9.249   0.000  0.009    9.249    9.253    9.257    9.260
mu[1144]         9.287   0.000  0.006    9.287    9.289    9.292    9.294
mu[1145]         9.962   0.000  0.006    9.962    9.965    9.968    9.970
mu[1146]         9.876   0.000  0.007    9.876    9.879    9.882    9.885
mu[1147]        10.419   0.000  0.006   10.419   10.422   10.424   10.427
mu[1148]        10.004   0.000  0.006   10.004   10.007   10.009   10.012
mu[1149]        10.641   0.000  0.006   10.641   10.644   10.646   10.649
mu[1150]        10.403   0.000  0.005   10.403   10.405   10.407   10.409
mu[1151]        10.380   0.000  0.004   10.380   10.382   10.384   10.386
mu[1152]        10.318   0.000  0.004   10.318   10.320   10.322   10.324
mu[1153]        10.226   0.000  0.004   10.226   10.228   10.230   10.231
mu[1154]        10.508   0.000  0.004   10.508   10.510   10.512   10.514
mu[1155]        11.995   0.000  0.020   11.994   12.004   12.013   12.021
mu[1156]        11.222   0.000  0.009   11.222   11.226   11.230   11.235
mu[1157]        11.044   0.000  0.004   11.043   11.045   11.047   11.049
mu[1158]        11.170   0.000  0.006   11.170   11.173   11.175   11.177
mu[1159]        11.045   0.000  0.004   11.045   11.047   11.049   11.051
mu[1160]        10.982   0.000  0.005   10.982   10.984   10.986   10.988
mu[1161]        11.125   0.000  0.005   11.125   11.127   11.129   11.131
mu[1162]        10.966   0.000  0.004   10.966   10.968   10.970   10.972
mu[1163]        10.909   0.000  0.005   10.909   10.912   10.914   10.916
mu[1164]        10.989   0.000  0.006   10.989   10.992   10.995   10.998
mu[1165]        11.047   0.000  0.005   11.047   11.050   11.052   11.054
mu[1166]        11.042   0.000  0.004   11.041   11.044   11.045   11.047
mu[1167]        11.206   0.000  0.007   11.206   11.209   11.211   11.214
mu[1168]        10.851   0.000  0.004   10.851   10.853   10.855   10.857
mu[1169]        10.677   0.000  0.004   10.677   10.678   10.680   10.682
mu[1170]        10.562   0.000  0.008   10.562   10.565   10.568   10.571
mu[1171]        10.367   0.000  0.008   10.367   10.370   10.374   10.377
mu[1172]         9.946   0.000  0.007    9.946    9.949    9.952    9.955
mu[1173]        10.261   0.000  0.005   10.261   10.263   10.265   10.267
mu[1174]        10.152   0.000  0.004   10.152   10.154   10.156   10.158
mu[1175]        10.126   0.000  0.005   10.126   10.128   10.130   10.133
mu[1176]        10.191   0.000  0.005   10.191   10.193   10.195   10.198
mu[1177]         9.993   0.000  0.005    9.993    9.995    9.997    9.999
mu[1178]         9.469   0.000  0.013    9.469    9.475    9.480    9.486
mu[1179]         9.626   0.000  0.006    9.626    9.629    9.632    9.634
mu[1180]         9.712   0.000  0.006    9.712    9.715    9.717    9.720
mu[1181]         9.633   0.000  0.005    9.633    9.635    9.637    9.639
mu[1182]         9.571   0.000  0.005    9.571    9.573    9.575    9.577
mu[1183]         9.493   0.000  0.005    9.493    9.496    9.498    9.501
mu[1184]         9.971   0.000  0.006    9.971    9.973    9.976    9.978
mu[1185]        10.058   0.000  0.005   10.058   10.060   10.062   10.065
mu[1186]         9.933   0.000  0.007    9.933    9.936    9.939    9.942
mu[1187]         9.714   0.000  0.005    9.714    9.716    9.718    9.720
mu[1188]        10.213   0.000  0.007   10.213   10.216   10.219   10.222
mu[1189]        10.294   0.000  0.005   10.294   10.296   10.298   10.301
mu[1190]        10.064   0.000  0.005   10.064   10.066   10.068   10.070
mu[1191]        10.198   0.000  0.005   10.198   10.200   10.203   10.205
mu[1192]        10.026   0.000  0.005   10.026   10.028   10.030   10.033
mu[1193]        10.304   0.000  0.005   10.304   10.306   10.308   10.310
mu[1194]        10.445   0.000  0.005   10.445   10.448   10.450   10.452
mu[1195]        10.217   0.000  0.004   10.217   10.219   10.221   10.223
mu[1196]        11.379   0.000  0.009   11.379   11.383   11.386   11.390
mu[1197]        11.516   0.000  0.004   11.516   11.518   11.519   11.521
mu[1198]        11.303   0.000  0.004   11.303   11.305   11.307   11.308
mu[1199]        11.387   0.000  0.005   11.387   11.389   11.391   11.393
mu[1200]        11.487   0.000  0.004   11.487   11.489   11.491   11.493
mu[1201]        11.284   0.000  0.005   11.284   11.286   11.288   11.291
mu[1202]        11.103   0.000  0.004   11.103   11.105   11.107   11.109
mu[1203]        11.220   0.000  0.005   11.220   11.222   11.224   11.226
mu[1204]        11.022   0.000  0.004   11.022   11.024   11.026   11.028
mu[1205]        11.006   0.000  0.005   11.006   11.008   11.010   11.012
mu[1206]        11.054   0.000  0.005   11.054   11.057   11.059   11.061
mu[1207]        10.910   0.000  0.004   10.910   10.912   10.913   10.915
mu[1208]        10.862   0.000  0.004   10.862   10.864   10.866   10.867
mu[1209]        11.006   0.000  0.005   11.006   11.008   11.010   11.013
mu[1210]        10.954   0.000  0.004   10.954   10.956   10.957   10.959
mu[1211]        10.540   0.000  0.005   10.540   10.543   10.545   10.547
mu[1212]        10.646   0.000  0.008   10.646   10.649   10.653   10.656
mu[1213]        10.590   0.000  0.005   10.590   10.592   10.594   10.596
mu[1214]        10.578   0.000  0.004   10.578   10.580   10.582   10.584
mu[1215]        11.091   0.000  0.010   11.091   11.096   11.100   11.104
mu[1216]        11.064   0.000  0.006   11.064   11.067   11.069   11.072
mu[1217]        10.740   0.000  0.006   10.740   10.742   10.744   10.747
mu[1218]        10.695   0.000  0.004   10.695   10.696   10.698   10.700
mu[1219]         9.836   0.000  0.013    9.836    9.842    9.847    9.853
mu[1220]         9.530   0.000  0.008    9.530    9.533    9.536    9.540
mu[1221]        10.018   0.000  0.009   10.018   10.022   10.026   10.030
mu[1222]        10.430   0.000  0.009   10.430   10.434   10.438   10.442
mu[1223]         9.823   0.000  0.005    9.823    9.825    9.828    9.830
mu[1224]        10.019   0.000  0.005   10.019   10.021   10.023   10.025
mu[1225]         9.841   0.000  0.005    9.841    9.844    9.846    9.848
mu[1226]         9.916   0.000  0.005    9.916    9.918    9.920    9.922
mu[1227]        10.240   0.000  0.005   10.240   10.243   10.245   10.247
mu[1228]        10.269   0.000  0.004   10.269   10.271   10.273   10.275
mu[1229]        10.056   0.000  0.004   10.056   10.058   10.060   10.062
mu[1230]         9.934   0.000  0.006    9.934    9.937    9.940    9.942
mu[1231]         9.736   0.000  0.006    9.736    9.739    9.741    9.744
mu[1232]         9.695   0.000  0.005    9.695    9.697    9.700    9.702
mu[1233]         9.568   0.000  0.007    9.568    9.571    9.574    9.577
mu[1234]         9.532   0.000  0.007    9.532    9.535    9.538    9.541
mu[1235]         9.438   0.000  0.007    9.438    9.441    9.444    9.447
mu[1236]         9.244   0.000  0.005    9.244    9.247    9.249    9.251
mu[1237]         9.357   0.000  0.005    9.357    9.360    9.362    9.365
mu[1238]         9.072   0.000  0.011    9.072    9.077    9.082    9.087
mu[1239]         9.298   0.000  0.009    9.298    9.302    9.306    9.310
mu[1240]         9.093   0.000  0.007    9.093    9.096    9.098    9.101
mu[1241]         9.060   0.000  0.006    9.060    9.062    9.065    9.068
mu[1242]         9.240   0.000  0.005    9.240    9.242    9.244    9.246
mu[1243]         9.277   0.000  0.005    9.277    9.280    9.282    9.284
mu[1244]         8.993   0.000  0.006    8.993    8.996    8.998    9.001
mu[1245]         8.865   0.000  0.006    8.865    8.868    8.870    8.873
mu[1246]         9.076   0.000  0.010    9.076    9.080    9.084    9.088
mu[1247]         8.967   0.000  0.007    8.967    8.970    8.973    8.976
mu[1248]         8.755   0.000  0.007    8.755    8.758    8.761    8.764
mu[1249]         8.680   0.000  0.007    8.680    8.683    8.686    8.689
mu[1250]         8.445   0.000  0.006    8.444    8.447    8.450    8.453
mu[1251]         8.281   0.000  0.006    8.281    8.284    8.286    8.289
mu[1252]         8.292   0.000  0.007    8.292    8.296    8.299    8.302
mu[1253]         8.222   0.000  0.006    8.222    8.225    8.227    8.230
mu[1254]         8.416   0.000  0.006    8.416    8.419    8.421    8.424
mu[1255]         8.251   0.000  0.008    8.251    8.255    8.258    8.261
mu[1256]         8.294   0.000  0.007    8.294    8.297    8.300    8.303
mu[1257]         9.393   0.000  0.005    9.393    9.396    9.398    9.400
mu[1258]         9.565   0.000  0.006    9.565    9.567    9.570    9.572
mu[1259]         9.370   0.000  0.006    9.370    9.372    9.375    9.377
mu[1260]         9.465   0.000  0.005    9.465    9.467    9.470    9.472
mu[1261]         9.215   0.000  0.008    9.215    9.218    9.221    9.225
mu[1262]         8.789   0.000  0.007    8.789    8.792    8.795    8.798
mu[1263]         9.055   0.000  0.007    9.055    9.058    9.061    9.065
mu[1264]         9.338   0.000  0.007    9.338    9.342    9.345    9.348
mu[1265]         9.037   0.000  0.006    9.037    9.040    9.042    9.045
mu[1266]         8.845   0.000  0.006    8.845    8.848    8.850    8.853
mu[1267]         8.947   0.000  0.011    8.947    8.952    8.957    8.962
mu[1268]         8.851   0.000  0.006    8.851    8.854    8.856    8.859
mu[1269]         8.865   0.000  0.006    8.865    8.868    8.870    8.872
mu[1270]         9.080   0.000  0.007    9.080    9.084    9.087    9.090
mu[1271]         9.132   0.000  0.006    9.132    9.135    9.137    9.140
mu[1272]         9.161   0.000  0.006    9.161    9.163    9.165    9.168
mu[1273]         9.255   0.000  0.005    9.255    9.257    9.259    9.262
mu[1274]         9.392   0.000  0.006    9.392    9.394    9.397    9.400
mu[1275]         9.340   0.000  0.005    9.340    9.342    9.344    9.347
mu[1276]         9.379   0.000  0.005    9.379    9.381    9.383    9.385
mu[1277]         9.268   0.000  0.005    9.268    9.271    9.273    9.275
mu[1278]         9.218   0.000  0.005    9.218    9.220    9.222    9.225
mu[1279]         9.102   0.000  0.008    9.102    9.105    9.108    9.112
mu[1280]         8.671   0.000  0.008    8.671    8.675    8.678    8.681
mu[1281]         8.533   0.000  0.008    8.533    8.536    8.539    8.543
mu[1282]         8.866   0.000  0.010    8.866    8.871    8.875    8.879
mu[1283]         8.588   0.000  0.007    8.588    8.591    8.594    8.597
mu[1284]         8.445   0.000  0.009    8.445    8.449    8.452    8.456
mu[1285]         8.585   0.000  0.006    8.585    8.587    8.590    8.593
mu[1286]         8.217   0.000  0.007    8.217    8.219    8.222    8.225
mu[1287]         8.015   0.000  0.007    8.015    8.018    8.021    8.024
mu[1288]         9.180   0.000  0.010    9.180    9.185    9.189    9.193
mu[1289]         8.957   0.000  0.007    8.957    8.960    8.963    8.966
mu[1290]         8.920   0.000  0.007    8.920    8.923    8.926    8.929
mu[1291]         8.992   0.000  0.006    8.992    8.994    8.997    8.999
mu[1292]         8.830   0.000  0.006    8.830    8.833    8.835    8.838
mu[1293]         8.508   0.000  0.007    8.508    8.511    8.514    8.518
mu[1294]         8.447   0.000  0.010    8.447    8.451    8.455    8.460
mu[1295]         8.339   0.000  0.006    8.338    8.341    8.344    8.346
mu[1296]         8.172   0.000  0.007    8.171    8.174    8.177    8.180
mu[1297]         8.102   0.000  0.006    8.102    8.105    8.108    8.110
mu[1298]         8.090   0.000  0.007    8.090    8.093    8.096    8.099
mu[1299]         7.787   0.000  0.007    7.787    7.790    7.793    7.796
mu[1300]         7.987   0.000  0.008    7.987    7.990    7.994    7.997
mu[1301]         7.700   0.000  0.007    7.700    7.703    7.706    7.709
mu[1302]         7.876   0.000  0.008    7.876    7.879    7.882    7.886
mu[1303]         7.903   0.000  0.006    7.903    7.906    7.908    7.911
mu[1304]         7.929   0.000  0.006    7.928    7.931    7.934    7.937
mu[1305]         7.932   0.000  0.006    7.932    7.935    7.937    7.940
mu[1306]         8.267   0.000  0.013    8.267    8.273    8.278    8.284
mu[1307]         8.073   0.000  0.010    8.073    8.078    8.082    8.086
mu[1308]         8.007   0.000  0.008    8.007    8.011    8.014    8.018
mu[1309]         8.036   0.000  0.007    8.036    8.039    8.042    8.045
mu[1310]         8.309   0.000  0.008    8.309    8.313    8.316    8.320
mu[1311]         7.815   0.000  0.013    7.815    7.821    7.826    7.832
mu[1312]         8.392   0.000  0.007    8.392    8.395    8.398    8.401
mu[1313]         8.282   0.000  0.007    8.282    8.284    8.287    8.290
mu[1314]         8.392   0.000  0.010    8.392    8.397    8.401    8.405
mu[1315]         8.309   0.000  0.006    8.309    8.311    8.314    8.317
mu[1316]         8.227   0.000  0.007    8.227    8.230    8.233    8.236
mu[1317]         8.427   0.000  0.011    8.427    8.432    8.436    8.441
mu[1318]         8.424   0.000  0.006    8.424    8.427    8.429    8.432
mu[1319]         9.486   0.000  0.005    9.486    9.488    9.490    9.493
mu[1320]         9.692   0.000  0.006    9.692    9.695    9.698    9.701
mu[1321]         9.540   0.000  0.005    9.540    9.542    9.544    9.546
mu[1322]         9.633   0.000  0.005    9.633    9.635    9.638    9.640
mu[1323]         9.526   0.000  0.005    9.526    9.528    9.531    9.533
mu[1324]         9.592   0.000  0.005    9.592    9.595    9.597    9.599
mu[1325]        10.055   0.000  0.005   10.055   10.057   10.059   10.061
mu[1326]         9.753   0.000  0.005    9.753    9.755    9.758    9.760
mu[1327]         9.647   0.000  0.005    9.647    9.649    9.651    9.653
mu[1328]         9.622   0.000  0.007    9.622    9.626    9.628    9.631
mu[1329]         9.503   0.000  0.005    9.503    9.505    9.507    9.509
mu[1330]         9.700   0.000  0.006    9.700    9.702    9.705    9.707
mu[1331]        10.028   0.000  0.006   10.028   10.031   10.033   10.036
mu[1332]         9.817   0.000  0.007    9.817    9.820    9.823    9.826
mu[1333]         9.653   0.000  0.006    9.653    9.656    9.658    9.661
mu[1334]         9.595   0.000  0.007    9.595    9.598    9.601    9.604
mu[1335]         9.447   0.000  0.005    9.447    9.449    9.451    9.454
mu[1336]         9.844   0.000  0.009    9.844    9.848    9.851    9.855
mu[1337]         9.917   0.000  0.006    9.917    9.920    9.922    9.925
mu[1338]         9.632   0.000  0.006    9.632    9.635    9.638    9.640
mu[1339]         9.624   0.000  0.006    9.624    9.627    9.630    9.632
mu[1340]         9.690   0.000  0.006    9.690    9.693    9.696    9.698
mu[1341]         9.733   0.000  0.006    9.733    9.735    9.738    9.740
mu[1342]         9.910   0.000  0.015    9.910    9.917    9.922    9.929
mu[1343]         9.891   0.000  0.008    9.891    9.894    9.897    9.901
mu[1344]         9.937   0.000  0.008    9.937    9.941    9.944    9.947
mu[1345]         9.760   0.000  0.005    9.760    9.762    9.764    9.766
mu[1346]         9.795   0.000  0.006    9.795    9.797    9.799    9.802
mu[1347]         9.665   0.000  0.005    9.665    9.667    9.669    9.672
mu[1348]         9.614   0.000  0.005    9.614    9.616    9.618    9.621
mu[1349]         9.508   0.000  0.006    9.508    9.510    9.513    9.516
mu[1350]         9.692   0.000  0.005    9.692    9.694    9.696    9.698
mu[1351]         9.758   0.000  0.005    9.758    9.760    9.762    9.764
mu[1352]         9.711   0.000  0.005    9.711    9.714    9.716    9.718
mu[1353]         9.974   0.000  0.006    9.974    9.977    9.979    9.982
mu[1354]         9.865   0.000  0.005    9.865    9.867    9.869    9.871
mu[1355]         9.725   0.000  0.008    9.725    9.729    9.732    9.735
mu[1356]         9.754   0.000  0.005    9.754    9.756    9.758    9.760
mu[1357]         9.903   0.000  0.005    9.903    9.905    9.907    9.910
mu[1358]         9.825   0.000  0.005    9.825    9.827    9.829    9.831
mu[1359]         9.373   0.000  0.006    9.373    9.376    9.378    9.381
mu[1360]         9.230   0.000  0.006    9.230    9.232    9.235    9.237
mu[1361]         8.769   0.000  0.005    8.769    8.772    8.774    8.776
mu[1362]         8.682   0.000  0.007    8.682    8.685    8.687    8.690
mu[1363]         8.727   0.000  0.006    8.727    8.730    8.733    8.736
mu[1364]         8.495   0.000  0.008    8.495    8.499    8.502    8.505
mu[1365]         8.541   0.000  0.006    8.541    8.543    8.546    8.548
mu[1366]         8.062   0.000  0.006    8.062    8.065    8.067    8.070
mu[1367]         8.171   0.000  0.007    8.171    8.174    8.177    8.180
mu[1368]         7.889   0.000  0.006    7.889    7.892    7.895    7.897
mu[1369]         7.926   0.000  0.006    7.926    7.929    7.931    7.934
mu[1370]         7.722   0.000  0.009    7.722    7.726    7.729    7.733
mu[1371]         7.542   0.000  0.007    7.542    7.545    7.548    7.552
mu[1372]         8.021   0.000  0.008    8.021    8.025    8.028    8.031
mu[1373]         8.297   0.000  0.007    8.297    8.301    8.304    8.307
mu[1374]         7.995   0.000  0.007    7.995    7.998    8.001    8.004
mu[1375]         7.882   0.000  0.006    7.882    7.885    7.887    7.890
mu[1376]         7.771   0.000  0.007    7.771    7.774    7.777    7.780
mu[1377]         7.671   0.000  0.006    7.671    7.674    7.676    7.679
mu[1378]         7.760   0.000  0.007    7.760    7.763    7.766    7.769
mu[1379]         7.809   0.000  0.007    7.809    7.812    7.815    7.818
mu[1380]         7.479   0.000  0.009    7.479    7.483    7.487    7.490
mu[1381]         7.837   0.000  0.008    7.837    7.840    7.843    7.847
mu[1382]         8.133   0.000  0.006    8.133    8.135    8.138    8.141
mu[1383]         8.016   0.000  0.008    8.016    8.019    8.023    8.026
mu[1384]         8.464   0.000  0.006    8.464    8.467    8.469    8.472
mu[1385]         8.631   0.000  0.008    8.631    8.634    8.637    8.640
mu[1386]         8.434   0.000  0.006    8.433    8.436    8.439    8.441
mu[1387]         8.492   0.000  0.006    8.492    8.494    8.497    8.500
mu[1388]         8.417   0.000  0.006    8.417    8.420    8.423    8.425
mu[1389]         8.295   0.000  0.008    8.295    8.298    8.301    8.305
mu[1390]         8.374   0.000  0.006    8.374    8.377    8.380    8.383
mu[1391]         8.349   0.000  0.006    8.349    8.352    8.355    8.357
mu[1392]         8.252   0.000  0.006    8.252    8.254    8.257    8.259
mu[1393]         8.241   0.000  0.008    8.241    8.245    8.248    8.252
mu[1394]         8.123   0.000  0.007    8.123    8.126    8.129    8.132
mu[1395]         7.851   0.000  0.007    7.851    7.854    7.857    7.860
mu[1396]         8.242   0.000  0.008    8.242    8.246    8.249    8.253
mu[1397]         8.115   0.000  0.007    8.115    8.118    8.120    8.123
mu[1398]         8.781   0.000  0.006    8.781    8.783    8.786    8.788
mu[1399]         9.804   0.000  0.011    9.804    9.809    9.814    9.818
mu[1400]         9.356   0.000  0.007    9.356    9.359    9.362    9.365
mu[1401]         9.564   0.000  0.007    9.564    9.567    9.570    9.573
mu[1402]         9.826   0.000  0.008    9.826    9.830    9.833    9.836
mu[1403]        10.001   0.000  0.005   10.001   10.003   10.005   10.007
mu[1404]         9.883   0.000  0.006    9.883    9.886    9.888    9.891
mu[1405]         9.765   0.000  0.007    9.765    9.769    9.771    9.774
mu[1406]         9.789   0.000  0.007    9.790    9.793    9.795    9.798
mu[1407]         9.657   0.000  0.006    9.657    9.660    9.662    9.664
mu[1408]         9.756   0.000  0.008    9.757    9.760    9.763    9.766
mu[1409]        10.020   0.000  0.007   10.020   10.023   10.026   10.030
mu[1410]         9.964   0.000  0.007    9.964    9.967    9.970    9.973
mu[1411]        10.219   0.000  0.009   10.219   10.223   10.227   10.231
mu[1412]        10.113   0.000  0.007   10.113   10.116   10.119   10.122
mu[1413]        10.212   0.000  0.004   10.212   10.214   10.216   10.218
mu[1414]        10.903   0.000  0.017   10.903   10.911   10.918   10.925
mu[1415]        13.594   0.000  0.013   13.594   13.600   13.605   13.611
mu[1416]        13.286   0.000  0.007   13.286   13.288   13.291   13.294
mu[1417]        13.650   0.000  0.005   13.649   13.652   13.654   13.656
mu[1418]        13.764   0.000  0.010   13.764   13.768   13.772   13.777
mu[1419]        13.996   0.000  0.014   13.996   14.002   14.008   14.014
mu[1420]        14.737   0.000  0.012   14.737   14.742   14.747   14.752
mu[1421]        14.627   0.000  0.006   14.627   14.630   14.632   14.635
mu[1422]        14.509   0.000  0.008   14.509   14.513   14.516   14.520
mu[1423]        15.061   0.000  0.008   15.061   15.065   15.068   15.072
mu[1424]        18.494   0.000  0.028   18.494   18.506   18.518   18.530
mu[1425]        17.947   0.000  0.025   17.947   17.958   17.969   17.980
mu[1426]        17.275   0.000  0.010   17.275   17.280   17.284   17.289
mu[1427]        17.962   0.000  0.030   17.961   17.975   17.988   18.001
mu[1428]        18.034   0.000  0.022   18.034   18.043   18.052   18.062
mu[1429]        17.628   0.000  0.012   17.628   17.633   17.638   17.643
mu[1430]        17.793   0.000  0.009   17.793   17.797   17.801   17.804
mu[1431]        18.548   0.000  0.015   18.548   18.554   18.561   18.567
mu[1432]        18.512   0.000  0.020   18.512   18.521   18.530   18.539
mu[1433]        18.897   0.000  0.018   18.897   18.906   18.913   18.921
mu[1434]        18.401   0.000  0.010   18.401   18.405   18.409   18.413
mu[1435]        18.435   0.000  0.011   18.435   18.441   18.445   18.450
mu[1436]        18.232   0.000  0.013   18.231   18.238   18.243   18.249
mu[1437]        18.267   0.000  0.010   18.267   18.271   18.275   18.279
mu[1438]        17.831   0.000  0.016   17.830   17.838   17.844   17.851
mu[1439]        18.177   0.000  0.010   18.177   18.181   18.186   18.190
mu[1440]        17.763   0.000  0.009   17.763   17.767   17.771   17.775
mu[1441]        17.660   0.000  0.011   17.660   17.665   17.669   17.674
mu[1442]        16.982   0.000  0.014   16.981   16.988   16.993   17.000
mu[1443]        16.860   0.000  0.009   16.860   16.864   16.868   16.872
mu[1444]        16.983   0.000  0.014   16.983   16.989   16.995   17.001
mu[1445]        16.869   0.000  0.012   16.869   16.875   16.880   16.885
mu[1446]        15.857   0.000  0.011   15.857   15.862   15.866   15.871
mu[1447]        14.562   0.000  0.018   14.562   14.570   14.577   14.585
mu[1448]        14.433   0.000  0.007   14.433   14.436   14.439   14.442
mu[1449]        14.337   0.000  0.006   14.337   14.339   14.341   14.344
mu[1450]        13.477   0.000  0.012   13.477   13.482   13.487   13.493
mu[1451]        14.969   0.000  0.023   14.969   14.979   14.988   14.999
mu[1452]        14.714   0.000  0.013   14.714   14.719   14.724   14.730
mu[1453]        15.507   0.000  0.006   15.507   15.510   15.513   15.516
mu[1454]        15.430   0.000  0.010   15.429   15.434   15.438   15.443
mu[1455]        15.533   0.000  0.015   15.533   15.540   15.545   15.552
mu[1456]        15.945   0.000  0.010   15.945   15.949   15.953   15.958
mu[1457]        16.251   0.000  0.014   16.251   16.257   16.263   16.269
mu[1458]        15.803   0.000  0.008   15.803   15.807   15.810   15.814
mu[1459]        16.095   0.000  0.013   16.095   16.102   16.107   16.113
mu[1460]        16.286   0.000  0.007   16.286   16.290   16.293   16.296
y_rep[1]        16.517   0.003  0.220   16.516   16.572   16.631   16.711
y_rep[2]        16.857   0.003  0.258   16.858   16.916   16.974   17.052
y_rep[3]        16.419   0.003  0.214   16.417   16.473   16.530   16.612
y_rep[4]        17.101   0.003  0.221   17.100   17.159   17.220   17.295
y_rep[5]        17.156   0.003  0.216   17.156   17.215   17.274   17.351
y_rep[6]        17.693   0.003  0.229   17.693   17.752   17.811   17.894
y_rep[7]        17.357   0.003  0.206   17.357   17.411   17.475   17.552
y_rep[8]        17.638   0.003  0.221   17.638   17.694   17.754   17.833
y_rep[9]        17.353   0.003  0.211   17.354   17.410   17.466   17.541
y_rep[10]       17.807   0.003  0.209   17.806   17.864   17.919   18.001
y_rep[11]       18.020   0.003  0.215   18.015   18.075   18.136   18.221
y_rep[12]       19.147   0.003  0.228   19.150   19.206   19.264   19.342
y_rep[13]       18.960   0.003  0.212   18.957   19.013   19.072   19.151
y_rep[14]       18.430   0.003  0.210   18.430   18.485   18.547   18.626
y_rep[15]       17.507   0.004  0.293   17.505   17.565   17.625   17.700
y_rep[16]       16.890   0.003  0.205   16.890   16.947   17.009   17.093
y_rep[17]       17.197   0.003  0.238   17.199   17.259   17.317   17.396
y_rep[18]       17.470   0.003  0.208   17.466   17.524   17.585   17.664
y_rep[19]       17.204   0.003  0.258   17.201   17.255   17.316   17.399
y_rep[20]       16.480   0.003  0.219   16.480   16.543   16.602   16.676
y_rep[21]       16.237   0.003  0.232   16.240   16.297   16.356   16.435
y_rep[22]       16.389   0.003  0.215   16.389   16.445   16.505   16.587
y_rep[23]       16.343   0.003  0.213   16.343   16.402   16.463   16.540
y_rep[24]       16.835   0.003  0.204   16.840   16.895   16.952   17.028
y_rep[25]       16.937   0.003  0.221   16.935   16.992   17.053   17.131
y_rep[26]       16.191   0.004  0.297   16.193   16.249   16.303   16.377
y_rep[27]       16.064   0.004  0.307   16.064   16.118   16.178   16.256
y_rep[28]       15.845   0.003  0.227   15.842   15.902   15.959   16.041
y_rep[29]       15.439   0.003  0.223   15.437   15.492   15.549   15.628
y_rep[30]       15.237   0.003  0.213   15.238   15.294   15.354   15.432
y_rep[31]       15.320   0.003  0.206   15.318   15.374   15.436   15.516
y_rep[32]       14.676   0.003  0.253   14.681   14.737   14.795   14.874
y_rep[33]       14.149   0.003  0.222   14.151   14.210   14.266   14.349
y_rep[34]       13.936   0.003  0.213   13.934   13.992   14.048   14.127
y_rep[35]       13.221   0.003  0.230   13.223   13.284   13.342   13.418
y_rep[36]       13.177   0.003  0.218   13.172   13.230   13.291   13.373
y_rep[37]       13.611   0.003  0.211   13.616   13.670   13.728   13.806
y_rep[38]       14.811   0.003  0.219   14.810   14.868   14.925   15.004
y_rep[39]       15.222   0.003  0.227   15.221   15.278   15.338   15.417
y_rep[40]       14.797   0.003  0.221   14.793   14.849   14.908   14.993
y_rep[41]       14.686   0.003  0.213   14.686   14.743   14.801   14.877
y_rep[42]       14.894   0.003  0.232   14.897   14.957   15.014   15.091
y_rep[43]       14.755   0.003  0.209   14.756   14.813   14.874   14.953
y_rep[44]       15.223   0.003  0.215   15.223   15.280   15.338   15.414
y_rep[45]       14.633   0.003  0.233   14.631   14.690   14.750   14.833
y_rep[46]       13.772   0.003  0.223   13.772   13.828   13.887   13.968
y_rep[47]       13.602   0.003  0.218   13.606   13.664   13.722   13.796
y_rep[48]       13.805   0.003  0.214   13.804   13.859   13.917   14.004
y_rep[49]       14.501   0.004  0.327   14.498   14.554   14.614   14.696
y_rep[50]       14.936   0.003  0.229   14.937   14.995   15.053   15.137
y_rep[51]       15.012   0.003  0.261   15.013   15.070   15.129   15.208
y_rep[52]       14.401   0.003  0.259   14.402   14.462   14.518   14.595
y_rep[53]       14.239   0.003  0.208   14.239   14.300   14.359   14.432
y_rep[54]       14.324   0.003  0.252   14.324   14.381   14.439   14.524
y_rep[55]       14.242   0.003  0.209   14.241   14.299   14.357   14.445
y_rep[56]       14.324   0.003  0.213   14.324   14.382   14.439   14.520
y_rep[57]       14.501   0.003  0.214   14.503   14.560   14.617   14.695
y_rep[58]       14.711   0.003  0.212   14.713   14.772   14.831   14.913
y_rep[59]       14.120   0.003  0.228   14.122   14.177   14.234   14.316
y_rep[60]       13.951   0.003  0.228   13.949   14.004   14.062   14.145
y_rep[61]       13.082   0.003  0.262   13.081   13.143   13.198   13.282
y_rep[62]       13.034   0.003  0.227   13.037   13.093   13.152   13.232
y_rep[63]       14.161   0.003  0.225   14.165   14.223   14.277   14.355
y_rep[64]       13.980   0.003  0.210   13.979   14.037   14.094   14.170
y_rep[65]       13.577   0.003  0.208   13.577   13.634   13.693   13.773
y_rep[66]       13.285   0.003  0.218   13.286   13.340   13.396   13.475
y_rep[67]       13.393   0.003  0.221   13.389   13.445   13.505   13.591
y_rep[68]       13.562   0.003  0.219   13.560   13.618   13.679   13.763
y_rep[69]       13.871   0.003  0.217   13.871   13.930   13.990   14.071
y_rep[70]       14.031   0.003  0.212   14.031   14.087   14.143   14.220
y_rep[71]       13.821   0.003  0.233   13.817   13.874   13.936   14.019
y_rep[72]       12.897   0.003  0.227   12.895   12.955   13.016   13.100
y_rep[73]       12.345   0.003  0.227   12.346   12.402   12.457   12.535
y_rep[74]       12.262   0.003  0.207   12.263   12.320   12.380   12.449
y_rep[75]       12.189   0.003  0.233   12.193   12.248   12.305   12.385
y_rep[76]       12.928   0.003  0.223   12.928   12.986   13.043   13.122
y_rep[77]       12.950   0.003  0.221   12.955   13.009   13.069   13.147
y_rep[78]       12.859   0.003  0.205   12.858   12.917   12.976   13.053
y_rep[79]       12.400   0.003  0.219   12.403   12.457   12.514   12.591
y_rep[80]       12.382   0.003  0.205   12.383   12.441   12.498   12.572
y_rep[81]       12.339   0.003  0.225   12.341   12.397   12.456   12.540
y_rep[82]       12.497   0.003  0.227   12.496   12.554   12.612   12.693
y_rep[83]       12.693   0.003  0.239   12.691   12.751   12.813   12.895
y_rep[84]       12.949   0.003  0.212   12.951   13.008   13.068   13.145
y_rep[85]       12.610   0.003  0.220   12.612   12.666   12.728   12.809
y_rep[86]       12.098   0.003  0.215   12.097   12.155   12.211   12.291
y_rep[87]       12.838   0.003  0.218   12.839   12.897   12.957   13.035
y_rep[88]       13.118   0.003  0.203   13.121   13.178   13.236   13.313
y_rep[89]       13.077   0.003  0.214   13.078   13.134   13.192   13.276
y_rep[90]       13.793   0.003  0.231   13.797   13.853   13.911   13.991
y_rep[91]       13.807   0.003  0.200   13.806   13.864   13.922   14.001
y_rep[92]       13.459   0.003  0.202   13.458   13.514   13.575   13.651
y_rep[93]       13.143   0.003  0.212   13.142   13.200   13.259   13.337
y_rep[94]       13.383   0.003  0.252   13.379   13.438   13.498   13.573
y_rep[95]       13.386   0.003  0.236   13.387   13.445   13.503   13.586
y_rep[96]       13.594   0.003  0.202   13.594   13.649   13.708   13.793
y_rep[97]       13.744   0.003  0.205   13.744   13.801   13.860   13.942
y_rep[98]       13.492   0.003  0.208   13.492   13.548   13.610   13.691
y_rep[99]       13.026   0.003  0.223   13.030   13.088   13.148   13.220
y_rep[100]      12.809   0.003  0.226   12.806   12.864   12.925   13.001
y_rep[101]      12.785   0.003  0.230   12.784   12.841   12.899   12.976
y_rep[102]      13.188   0.003  0.227   13.188   13.248   13.304   13.381
y_rep[103]      14.142   0.003  0.210   14.144   14.199   14.253   14.331
y_rep[104]      13.698   0.003  0.266   13.699   13.757   13.814   13.896
y_rep[105]      13.462   0.004  0.332   13.466   13.527   13.583   13.661
y_rep[106]      13.368   0.004  0.281   13.370   13.425   13.481   13.567
y_rep[107]      12.880   0.003  0.219   12.883   12.940   12.997   13.079
y_rep[108]      12.948   0.003  0.223   12.945   13.003   13.063   13.143
y_rep[109]      13.474   0.004  0.305   13.479   13.537   13.594   13.677
y_rep[110]      13.412   0.003  0.227   13.411   13.469   13.528   13.614
y_rep[111]      12.857   0.003  0.209   12.858   12.917   12.975   13.054
y_rep[112]      12.793   0.003  0.206   12.792   12.850   12.911   12.986
y_rep[113]      11.874   0.003  0.220   11.874   11.931   11.992   12.069
y_rep[114]      11.385   0.003  0.233   11.385   11.441   11.501   11.585
y_rep[115]      11.573   0.003  0.213   11.571   11.628   11.690   11.768
y_rep[116]      12.093   0.004  0.267   12.097   12.153   12.206   12.286
y_rep[117]      12.082   0.003  0.220   12.085   12.145   12.201   12.281
y_rep[118]      11.671   0.003  0.215   11.669   11.728   11.784   11.864
y_rep[119]      11.547   0.004  0.270   11.548   11.606   11.663   11.741
y_rep[120]      11.192   0.003  0.212   11.194   11.249   11.309   11.394
y_rep[121]      11.175   0.003  0.206   11.173   11.230   11.288   11.368
y_rep[122]      11.620   0.003  0.224   11.619   11.677   11.740   11.815
y_rep[123]      11.980   0.003  0.213   11.981   12.038   12.096   12.174
y_rep[124]      12.085   0.004  0.315   12.082   12.140   12.198   12.280
y_rep[125]      11.974   0.003  0.220   11.973   12.029   12.089   12.176
y_rep[126]      11.474   0.003  0.216   11.473   11.532   11.588   11.667
y_rep[127]      11.110   0.003  0.211   11.108   11.167   11.225   11.313
y_rep[128]      11.238   0.003  0.212   11.233   11.293   11.351   11.426
y_rep[129]      11.292   0.003  0.214   11.291   11.350   11.408   11.486
y_rep[130]      11.474   0.003  0.241   11.474   11.531   11.590   11.679
y_rep[131]      11.439   0.003  0.206   11.439   11.496   11.554   11.634
y_rep[132]      10.862   0.003  0.215   10.859   10.918   10.980   11.069
y_rep[133]      10.565   0.003  0.226   10.566   10.623   10.683   10.766
y_rep[134]      10.695   0.003  0.210   10.695   10.751   10.809   10.891
y_rep[135]      10.905   0.003  0.233   10.908   10.962   11.018   11.095
y_rep[136]      10.777   0.003  0.223   10.780   10.836   10.896   10.974
y_rep[137]      11.537   0.003  0.219   11.540   11.597   11.655   11.738
y_rep[138]      11.510   0.003  0.229   11.510   11.570   11.628   11.707
y_rep[139]      11.075   0.003  0.242   11.078   11.135   11.193   11.276
y_rep[140]      10.818   0.005  0.377   10.816   10.873   10.935   11.012
y_rep[141]      11.647   0.003  0.218   11.650   11.706   11.766   11.847
y_rep[142]      11.249   0.003  0.241   11.246   11.305   11.363   11.444
y_rep[143]      11.353   0.003  0.230   11.358   11.413   11.470   11.550
y_rep[144]      11.288   0.006  0.432   11.294   11.353   11.413   11.500
y_rep[145]      10.529   0.003  0.202   10.530   10.590   10.649   10.725
y_rep[146]      10.245   0.004  0.342   10.247   10.304   10.358   10.443
y_rep[147]      10.278   0.003  0.206   10.276   10.335   10.392   10.472
y_rep[148]      10.651   0.003  0.239   10.648   10.708   10.767   10.855
y_rep[149]      10.582   0.003  0.218   10.580   10.638   10.698   10.786
y_rep[150]      10.849   0.003  0.228   10.851   10.907   10.963   11.040
y_rep[151]      10.707   0.003  0.216   10.709   10.764   10.824   10.909
y_rep[152]      10.661   0.003  0.218   10.661   10.719   10.773   10.854
y_rep[153]      10.197   0.003  0.220   10.194   10.251   10.306   10.387
y_rep[154]      10.029   0.003  0.208   10.028   10.084   10.144   10.224
y_rep[155]      10.191   0.003  0.225   10.198   10.254   10.310   10.384
y_rep[156]      10.906   0.003  0.236   10.902   10.959   11.025   11.106
y_rep[157]      11.187   0.004  0.277   11.186   11.243   11.304   11.385
y_rep[158]      11.321   0.003  0.214   11.319   11.381   11.441   11.518
y_rep[159]      11.183   0.003  0.222   11.181   11.238   11.300   11.382
y_rep[160]      10.460   0.003  0.217   10.454   10.513   10.575   10.656
y_rep[161]      10.275   0.003  0.199   10.278   10.334   10.391   10.468
y_rep[162]      10.779   0.003  0.212   10.777   10.834   10.892   10.972
y_rep[163]      10.902   0.003  0.209   10.902   10.959   11.018   11.100
y_rep[164]      10.841   0.003  0.211   10.842   10.900   10.953   11.033
y_rep[165]      10.800   0.003  0.214   10.799   10.859   10.916   10.994
y_rep[166]      10.922   0.003  0.241   10.921   10.979   11.039   11.121
y_rep[167]      10.726   0.003  0.238   10.725   10.784   10.844   10.926
y_rep[168]      10.619   0.003  0.236   10.621   10.677   10.739   10.821
y_rep[169]      13.292   0.003  0.211   13.294   13.353   13.409   13.496
y_rep[170]      17.483   0.003  0.256   17.482   17.554   17.626   17.715
y_rep[171]      16.489   0.003  0.219   16.486   16.546   16.609   16.692
y_rep[172]      16.664   0.003  0.229   16.664   16.719   16.775   16.856
y_rep[173]      16.930   0.003  0.219   16.929   16.985   17.043   17.133
y_rep[174]      16.992   0.003  0.243   16.992   17.050   17.113   17.189
y_rep[175]      17.587   0.003  0.207   17.587   17.645   17.703   17.785
y_rep[176]      17.870   0.003  0.241   17.873   17.931   17.988   18.065
y_rep[177]      17.231   0.003  0.215   17.230   17.288   17.348   17.430
y_rep[178]      17.397   0.003  0.213   17.401   17.458   17.516   17.593
y_rep[179]      17.616   0.003  0.215   17.616   17.674   17.734   17.814
y_rep[180]      17.373   0.003  0.228   17.373   17.428   17.487   17.562
y_rep[181]      17.202   0.003  0.220   17.198   17.260   17.317   17.403
y_rep[182]      17.249   0.003  0.205   17.250   17.307   17.365   17.445
y_rep[183]      16.882   0.003  0.194   16.884   16.938   16.999   17.078
y_rep[184]      17.329   0.003  0.210   17.330   17.388   17.445   17.525
y_rep[185]      17.519   0.003  0.226   17.520   17.574   17.636   17.717
y_rep[186]      17.102   0.003  0.236   17.101   17.160   17.217   17.296
y_rep[187]      17.120   0.003  0.207   17.120   17.177   17.235   17.316
y_rep[188]      17.095   0.003  0.210   17.097   17.154   17.214   17.291
y_rep[189]      17.541   0.003  0.223   17.542   17.600   17.662   17.742
y_rep[190]      17.676   0.003  0.238   17.675   17.731   17.789   17.873
y_rep[191]      18.710   0.003  0.216   18.711   18.770   18.829   18.909
y_rep[192]      17.258   0.003  0.222   17.257   17.321   17.385   17.469
y_rep[193]      14.330   0.003  0.212   14.330   14.388   14.446   14.530
y_rep[194]      14.206   0.003  0.201   14.202   14.260   14.322   14.406
y_rep[195]      13.818   0.003  0.205   13.818   13.877   13.936   14.009
y_rep[196]      13.126   0.003  0.211   13.124   13.183   13.244   13.326
y_rep[197]      12.909   0.003  0.267   12.912   12.970   13.029   13.111
y_rep[198]      13.220   0.003  0.239   13.217   13.274   13.331   13.408
y_rep[199]      13.949   0.003  0.208   13.949   14.005   14.063   14.140
y_rep[200]      13.918   0.003  0.226   13.917   13.975   14.036   14.112
y_rep[201]      13.632   0.003  0.227   13.635   13.691   13.746   13.826
y_rep[202]      13.164   0.003  0.207   13.163   13.222   13.285   13.362
y_rep[203]      13.045   0.003  0.222   13.043   13.101   13.163   13.249
y_rep[204]      14.410   0.003  0.261   14.411   14.470   14.530   14.614
y_rep[205]      15.537   0.003  0.229   15.538   15.599   15.658   15.737
y_rep[206]      15.471   0.003  0.233   15.469   15.523   15.580   15.662
y_rep[207]      15.148   0.003  0.263   15.143   15.199   15.256   15.348
y_rep[208]      15.173   0.003  0.242   15.175   15.231   15.290   15.368
y_rep[209]      14.742   0.003  0.216   14.743   14.799   14.859   14.935
y_rep[210]      14.793   0.003  0.252   14.791   14.851   14.908   14.992
y_rep[211]      14.832   0.003  0.214   14.834   14.891   14.954   15.028
y_rep[212]      14.934   0.003  0.219   14.938   14.997   15.055   15.131
y_rep[213]      14.459   0.003  0.219   14.458   14.516   14.577   14.659
y_rep[214]      14.068   0.003  0.202   14.067   14.124   14.183   14.261
y_rep[215]      13.639   0.003  0.225   13.640   13.696   13.757   13.837
y_rep[216]      13.443   0.003  0.231   13.440   13.500   13.558   13.641
y_rep[217]      13.549   0.003  0.231   13.550   13.609   13.665   13.746
y_rep[218]      14.084   0.003  0.208   14.083   14.141   14.200   14.279
y_rep[219]      14.360   0.003  0.210   14.358   14.419   14.478   14.562
y_rep[220]      14.190   0.003  0.218   14.192   14.250   14.306   14.386
y_rep[221]      13.752   0.003  0.207   13.750   13.810   13.868   13.945
y_rep[222]      13.144   0.003  0.210   13.142   13.199   13.260   13.342
y_rep[223]      13.167   0.003  0.209   13.165   13.222   13.280   13.360
y_rep[224]      13.167   0.003  0.215   13.168   13.226   13.289   13.366
y_rep[225]      13.611   0.003  0.203   13.614   13.669   13.729   13.807
y_rep[226]      13.287   0.003  0.221   13.285   13.344   13.403   13.480
y_rep[227]      12.713   0.003  0.222   12.716   12.773   12.831   12.915
y_rep[228]      11.943   0.003  0.229   11.940   12.001   12.061   12.140
y_rep[229]      11.724   0.003  0.207   11.723   11.780   11.838   11.918
y_rep[230]      11.503   0.003  0.212   11.504   11.565   11.621   11.697
y_rep[231]      11.642   0.003  0.213   11.644   11.703   11.763   11.839
y_rep[232]      12.614   0.003  0.232   12.613   12.671   12.729   12.814
y_rep[233]      12.605   0.003  0.239   12.605   12.663   12.722   12.805
y_rep[234]      12.142   0.003  0.210   12.142   12.199   12.258   12.339
y_rep[235]      12.362   0.003  0.254   12.361   12.417   12.478   12.561
y_rep[236]      12.605   0.004  0.318   12.599   12.657   12.721   12.804
y_rep[237]      12.650   0.003  0.253   12.652   12.710   12.767   12.848
y_rep[238]      12.613   0.003  0.207   12.610   12.669   12.732   12.809
y_rep[239]      13.480   0.004  0.287   13.476   13.533   13.591   13.668
y_rep[240]      14.045   0.003  0.212   14.043   14.101   14.161   14.244
y_rep[241]      13.520   0.003  0.226   13.520   13.578   13.636   13.717
y_rep[242]      13.454   0.003  0.221   13.453   13.510   13.568   13.648
y_rep[243]      13.520   0.003  0.234   13.522   13.577   13.634   13.718
y_rep[244]      13.557   0.003  0.207   13.558   13.612   13.671   13.755
y_rep[245]      13.858   0.003  0.239   13.858   13.912   13.971   14.050
y_rep[246]      14.450   0.003  0.214   14.451   14.507   14.566   14.652
y_rep[247]      14.059   0.003  0.230   14.065   14.121   14.176   14.255
y_rep[248]      13.695   0.003  0.206   13.692   13.748   13.809   13.891
y_rep[249]      13.833   0.003  0.232   13.832   13.890   13.947   14.028
y_rep[250]      13.532   0.003  0.232   13.533   13.589   13.650   13.727
y_rep[251]      14.149   0.003  0.239   14.151   14.206   14.263   14.344
y_rep[252]      14.539   0.003  0.220   14.541   14.598   14.654   14.736
y_rep[253]      14.559   0.003  0.217   14.559   14.614   14.675   14.754
y_rep[254]      14.147   0.003  0.220   14.149   14.204   14.263   14.349
y_rep[255]      13.739   0.003  0.259   13.739   13.799   13.858   13.940
y_rep[256]      13.703   0.003  0.209   13.702   13.758   13.820   13.899
y_rep[257]      13.951   0.003  0.209   13.946   14.005   14.063   14.145
y_rep[258]      13.934   0.003  0.219   13.936   13.992   14.051   14.130
y_rep[259]      13.617   0.003  0.221   13.618   13.676   13.735   13.816
y_rep[260]      13.599   0.003  0.208   13.598   13.655   13.711   13.802
y_rep[261]      13.518   0.003  0.223   13.517   13.570   13.631   13.714
y_rep[262]      12.410   0.003  0.218   12.414   12.467   12.528   12.611
y_rep[263]      12.125   0.003  0.202   12.127   12.183   12.237   12.319
y_rep[264]      12.368   0.003  0.219   12.367   12.427   12.482   12.559
y_rep[265]      12.454   0.003  0.221   12.454   12.512   12.571   12.650
y_rep[266]      13.436   0.003  0.209   13.435   13.492   13.550   13.629
y_rep[267]      13.165   0.003  0.230   13.168   13.226   13.287   13.360
y_rep[268]      12.710   0.003  0.233   12.712   12.768   12.829   12.910
y_rep[269]      12.578   0.003  0.206   12.582   12.635   12.694   12.770
y_rep[270]      13.034   0.003  0.234   13.036   13.093   13.155   13.233
y_rep[271]      13.537   0.003  0.211   13.537   13.593   13.654   13.736
y_rep[272]      13.756   0.003  0.211   13.756   13.812   13.872   13.955
y_rep[273]      13.564   0.003  0.210   13.563   13.623   13.684   13.768
y_rep[274]      13.469   0.003  0.238   13.474   13.529   13.589   13.666
y_rep[275]      12.822   0.003  0.209   12.816   12.873   12.929   13.011
y_rep[276]      12.658   0.003  0.239   12.659   12.716   12.778   12.865
y_rep[277]      12.701   0.003  0.208   12.702   12.760   12.818   12.897
y_rep[278]      12.871   0.003  0.237   12.866   12.924   12.986   13.072
y_rep[279]      12.853   0.003  0.203   12.851   12.910   12.968   13.050
y_rep[280]      12.910   0.003  0.209   12.916   12.973   13.030   13.108
y_rep[281]      12.805   0.003  0.205   12.807   12.862   12.920   12.993
y_rep[282]      12.626   0.003  0.244   12.627   12.684   12.746   12.829
y_rep[283]      13.244   0.003  0.230   13.241   13.300   13.357   13.437
y_rep[284]      13.078   0.003  0.239   13.077   13.135   13.193   13.275
y_rep[285]      13.582   0.003  0.218   13.583   13.639   13.697   13.776
y_rep[286]      13.685   0.003  0.223   13.684   13.741   13.798   13.875
y_rep[287]      13.489   0.003  0.218   13.486   13.544   13.604   13.692
y_rep[288]      13.208   0.003  0.206   13.207   13.266   13.325   13.407
y_rep[289]      12.823   0.003  0.232   12.825   12.879   12.938   13.023
y_rep[290]      12.733   0.003  0.218   12.731   12.789   12.849   12.927
y_rep[291]      12.901   0.003  0.206   12.900   12.954   13.012   13.093
y_rep[292]      13.053   0.003  0.225   13.055   13.114   13.176   13.245
y_rep[293]      12.803   0.003  0.237   12.806   12.863   12.922   13.006
y_rep[294]      12.637   0.003  0.208   12.635   12.691   12.756   12.842
y_rep[295]      12.943   0.003  0.227   12.947   13.005   13.063   13.149
y_rep[296]      13.471   0.003  0.204   13.473   13.531   13.589   13.670
y_rep[297]      13.173   0.003  0.218   13.171   13.228   13.289   13.370
y_rep[298]      14.520   0.003  0.205   14.522   14.578   14.638   14.708
y_rep[299]      14.646   0.003  0.213   14.647   14.702   14.762   14.846
y_rep[300]      14.933   0.004  0.280   14.938   14.994   15.050   15.135
y_rep[301]      14.884   0.003  0.234   14.885   14.941   15.000   15.076
y_rep[302]      14.884   0.003  0.215   14.881   14.942   15.004   15.088
y_rep[303]      14.779   0.003  0.213   14.780   14.839   14.896   14.973
y_rep[304]      14.884   0.003  0.255   14.882   14.941   14.996   15.077
y_rep[305]      14.858   0.003  0.227   14.860   14.915   14.976   15.059
y_rep[306]      14.619   0.003  0.265   14.616   14.675   14.735   14.818
y_rep[307]      14.639   0.003  0.240   14.636   14.697   14.759   14.839
y_rep[308]      14.620   0.003  0.216   14.617   14.674   14.731   14.818
y_rep[309]      15.561   0.003  0.268   15.558   15.615   15.673   15.758
y_rep[310]      16.015   0.003  0.254   16.013   16.070   16.127   16.209
y_rep[311]      15.765   0.003  0.206   15.764   15.819   15.878   15.957
y_rep[312]      15.704   0.003  0.242   15.704   15.761   15.821   15.903
y_rep[313]      15.864   0.003  0.245   15.863   15.921   15.977   16.059
y_rep[314]      15.689   0.003  0.203   15.686   15.744   15.804   15.884
y_rep[315]      15.353   0.003  0.220   15.352   15.409   15.469   15.549
y_rep[316]      15.222   0.003  0.213   15.222   15.275   15.333   15.418
y_rep[317]      14.907   0.003  0.214   14.907   14.962   15.020   15.104
y_rep[318]      14.709   0.003  0.252   14.714   14.770   14.826   14.898
y_rep[319]      14.817   0.003  0.216   14.816   14.870   14.931   15.019
y_rep[320]      14.067   0.004  0.318   14.071   14.128   14.184   14.262
y_rep[321]      13.146   0.003  0.219   13.144   13.199   13.261   13.342
y_rep[322]      13.081   0.003  0.233   13.083   13.140   13.199   13.276
y_rep[323]      12.590   0.004  0.287   12.588   12.644   12.703   12.785
y_rep[324]      12.824   0.003  0.214   12.824   12.881   12.941   13.019
y_rep[325]      13.131   0.005  0.354   13.133   13.188   13.248   13.330
y_rep[326]      13.247   0.002  0.193   13.244   13.302   13.359   13.437
y_rep[327]      13.573   0.003  0.201   13.572   13.628   13.684   13.760
y_rep[328]      13.498   0.003  0.213   13.495   13.551   13.613   13.685
y_rep[329]      13.517   0.003  0.203   13.519   13.574   13.632   13.711
y_rep[330]      13.550   0.003  0.217   13.547   13.604   13.663   13.746
y_rep[331]      13.580   0.003  0.217   13.579   13.636   13.699   13.781
y_rep[332]      12.897   0.003  0.232   12.897   12.955   13.014   13.094
y_rep[333]      13.467   0.003  0.233   13.469   13.528   13.589   13.668
y_rep[334]      13.616   0.003  0.233   13.616   13.673   13.733   13.814
y_rep[335]      13.408   0.003  0.221   13.408   13.463   13.521   13.609
y_rep[336]      13.208   0.003  0.227   13.207   13.265   13.325   13.407
y_rep[337]      13.177   0.003  0.228   13.178   13.234   13.295   13.374
y_rep[338]      13.696   0.003  0.261   13.697   13.753   13.810   13.890
y_rep[339]      13.881   0.003  0.206   13.879   13.934   13.995   14.076
y_rep[340]      14.155   0.003  0.226   14.154   14.212   14.268   14.348
y_rep[341]      13.818   0.003  0.209   13.818   13.875   13.930   14.008
y_rep[342]      13.947   0.003  0.205   13.949   14.006   14.065   14.140
y_rep[343]      14.220   0.003  0.205   14.222   14.277   14.335   14.413
y_rep[344]      14.036   0.003  0.224   14.033   14.092   14.150   14.230
y_rep[345]      14.253   0.003  0.226   14.254   14.313   14.370   14.447
y_rep[346]      14.519   0.003  0.220   14.522   14.582   14.640   14.720
y_rep[347]      14.057   0.003  0.210   14.060   14.117   14.176   14.258
y_rep[348]      13.998   0.003  0.230   13.994   14.052   14.112   14.198
y_rep[349]      13.807   0.003  0.236   13.810   13.868   13.929   14.008
y_rep[350]      13.891   0.003  0.204   13.892   13.950   14.011   14.090
y_rep[351]      13.982   0.003  0.229   13.987   14.045   14.101   14.182
y_rep[352]      14.449   0.003  0.215   14.451   14.506   14.563   14.645
y_rep[353]      14.476   0.003  0.233   14.476   14.534   14.591   14.671
y_rep[354]      15.324   0.003  0.219   15.326   15.381   15.440   15.520
y_rep[355]      15.349   0.004  0.335   15.353   15.409   15.467   15.550
y_rep[356]      15.396   0.003  0.224   15.400   15.455   15.513   15.593
y_rep[357]      17.348   0.003  0.211   17.344   17.408   17.467   17.548
y_rep[358]      19.065   0.003  0.215   19.066   19.123   19.180   19.262
y_rep[359]      18.209   0.003  0.220   18.207   18.266   18.326   18.408
y_rep[360]      19.037   0.003  0.213   19.038   19.096   19.153   19.233
y_rep[361]      18.971   0.003  0.218   18.972   19.025   19.087   19.168
y_rep[362]      19.088   0.003  0.216   19.092   19.147   19.207   19.286
y_rep[363]      20.081   0.003  0.231   20.080   20.139   20.196   20.277
y_rep[364]      20.471   0.004  0.261   20.469   20.529   20.590   20.676
y_rep[365]      20.078   0.003  0.216   20.081   20.140   20.196   20.274
y_rep[366]      20.306   0.003  0.206   20.307   20.362   20.419   20.495
y_rep[367]      21.046   0.003  0.221   21.052   21.107   21.164   21.240
y_rep[368]      20.939   0.003  0.200   20.943   21.002   21.058   21.137
y_rep[369]      21.426   0.003  0.222   21.425   21.485   21.543   21.626
y_rep[370]      21.807   0.003  0.223   21.810   21.869   21.926   22.005
y_rep[371]      21.370   0.003  0.222   21.368   21.426   21.483   21.561
y_rep[372]      21.954   0.004  0.274   21.955   22.012   22.071   22.151
y_rep[373]      22.185   0.003  0.197   22.186   22.244   22.300   22.378
y_rep[374]      21.923   0.003  0.224   21.921   21.977   22.037   22.114
y_rep[375]      21.959   0.003  0.209   21.957   22.015   22.075   22.153
y_rep[376]      22.057   0.003  0.229   22.059   22.116   22.177   22.261
y_rep[377]      21.946   0.003  0.233   21.946   22.002   22.058   22.143
y_rep[378]      21.896   0.003  0.242   21.896   21.954   22.013   22.093
y_rep[379]      21.575   0.003  0.242   21.577   21.636   21.687   21.773
y_rep[380]      19.542   0.003  0.236   19.546   19.605   19.665   19.744
y_rep[381]      19.961   0.003  0.211   19.957   20.018   20.076   20.161
y_rep[382]      20.665   0.003  0.200   20.666   20.723   20.778   20.860
y_rep[383]      20.311   0.003  0.212   20.312   20.368   20.427   20.516
y_rep[384]      20.001   0.003  0.211   19.998   20.056   20.121   20.197
y_rep[385]      19.797   0.003  0.209   19.795   19.855   19.914   19.991
y_rep[386]      19.356   0.003  0.269   19.357   19.415   19.470   19.554
y_rep[387]      19.850   0.003  0.214   19.851   19.910   19.968   20.048
y_rep[388]      20.339   0.003  0.255   20.343   20.400   20.460   20.543
y_rep[389]      20.019   0.003  0.216   20.019   20.079   20.138   20.216
y_rep[390]      19.469   0.003  0.238   19.470   19.528   19.585   19.670
y_rep[391]      19.285   0.003  0.211   19.285   19.344   19.400   19.476
y_rep[392]      18.606   0.003  0.272   18.601   18.659   18.718   18.801
y_rep[393]      18.924   0.003  0.247   18.925   18.981   19.042   19.121
y_rep[394]      18.943   0.003  0.218   18.945   18.998   19.058   19.138
y_rep[395]      18.583   0.003  0.232   18.586   18.644   18.703   18.784
y_rep[396]      18.097   0.003  0.251   18.100   18.159   18.218   18.295
y_rep[397]      18.036   0.003  0.228   18.030   18.091   18.152   18.237
y_rep[398]      18.031   0.003  0.213   18.033   18.090   18.150   18.226
y_rep[399]      17.901   0.003  0.226   17.904   17.959   18.020   18.103
y_rep[400]      17.505   0.003  0.226   17.503   17.561   17.620   17.702
y_rep[401]      17.694   0.003  0.226   17.691   17.749   17.805   17.885
y_rep[402]      17.573   0.003  0.213   17.574   17.633   17.690   17.771
y_rep[403]      17.272   0.003  0.217   17.272   17.330   17.390   17.474
y_rep[404]      16.750   0.003  0.238   16.751   16.807   16.868   16.953
y_rep[405]      15.959   0.003  0.217   15.957   16.014   16.071   16.153
y_rep[406]      16.084   0.003  0.259   16.086   16.146   16.204   16.281
y_rep[407]      16.398   0.003  0.210   16.395   16.455   16.516   16.597
y_rep[408]      16.214   0.004  0.339   16.215   16.271   16.330   16.406
y_rep[409]      15.948   0.003  0.224   15.951   16.008   16.063   16.147
y_rep[410]      15.376   0.003  0.237   15.374   15.430   15.491   15.568
y_rep[411]      15.156   0.003  0.205   15.153   15.213   15.274   15.358
y_rep[412]      15.323   0.003  0.199   15.322   15.378   15.441   15.520
y_rep[413]      15.323   0.003  0.218   15.323   15.381   15.440   15.522
y_rep[414]      15.029   0.003  0.215   15.032   15.088   15.146   15.223
y_rep[415]      14.972   0.003  0.216   14.971   15.028   15.086   15.170
y_rep[416]      15.119   0.003  0.249   15.119   15.174   15.234   15.316
y_rep[417]      14.825   0.003  0.222   14.825   14.881   14.942   15.017
y_rep[418]      15.067   0.003  0.207   15.064   15.125   15.188   15.262
y_rep[419]      16.065   0.003  0.218   16.067   16.124   16.183   16.259
y_rep[420]      15.863   0.003  0.204   15.863   15.921   15.978   16.056
y_rep[421]      15.652   0.003  0.211   15.650   15.709   15.764   15.843
y_rep[422]      15.281   0.003  0.258   15.279   15.336   15.398   15.482
y_rep[423]      14.925   0.003  0.216   14.925   14.983   15.043   15.124
y_rep[424]      15.435   0.003  0.223   15.435   15.493   15.554   15.629
y_rep[425]      15.907   0.003  0.254   15.903   15.960   16.020   16.101
y_rep[426]      15.890   0.003  0.209   15.889   15.946   16.005   16.086
y_rep[427]      15.902   0.003  0.217   15.904   15.960   16.019   16.098
y_rep[428]      16.024   0.003  0.224   16.021   16.077   16.137   16.217
y_rep[429]      15.719   0.004  0.271   15.722   15.779   15.837   15.914
y_rep[430]      15.792   0.003  0.213   15.792   15.849   15.908   15.986
y_rep[431]      16.126   0.003  0.238   16.128   16.188   16.247   16.322
y_rep[432]      15.918   0.003  0.215   15.921   15.980   16.036   16.113
y_rep[433]      16.180   0.003  0.214   16.179   16.239   16.299   16.375
y_rep[434]      16.472   0.003  0.221   16.468   16.526   16.582   16.667
y_rep[435]      16.181   0.003  0.207   16.181   16.235   16.294   16.378
y_rep[436]      15.901   0.003  0.224   15.904   15.962   16.022   16.100
y_rep[437]      16.310   0.003  0.208   16.312   16.373   16.427   16.506
y_rep[438]      15.915   0.003  0.215   15.917   15.974   16.032   16.107
y_rep[439]      15.722   0.003  0.222   15.719   15.776   15.836   15.917
y_rep[440]      15.767   0.003  0.223   15.767   15.824   15.880   15.960
y_rep[441]      15.630   0.003  0.223   15.633   15.689   15.747   15.825
y_rep[442]      15.283   0.003  0.220   15.283   15.341   15.402   15.487
y_rep[443]      15.508   0.003  0.254   15.505   15.563   15.624   15.708
y_rep[444]      15.181   0.003  0.271   15.179   15.235   15.291   15.372
y_rep[445]      15.123   0.003  0.232   15.122   15.180   15.239   15.322
y_rep[446]      15.727   0.003  0.220   15.725   15.785   15.847   15.928
y_rep[447]      15.678   0.003  0.210   15.678   15.736   15.795   15.876
y_rep[448]      14.709   0.003  0.212   14.707   14.767   14.824   14.903
y_rep[449]      14.868   0.003  0.232   14.873   14.927   14.984   15.062
y_rep[450]      14.671   0.003  0.232   14.670   14.728   14.786   14.867
y_rep[451]      14.439   0.003  0.218   14.440   14.495   14.552   14.637
y_rep[452]      14.349   0.003  0.234   14.348   14.406   14.462   14.539
y_rep[453]      13.994   0.003  0.252   13.996   14.051   14.109   14.190
y_rep[454]      13.624   0.003  0.231   13.626   13.683   13.740   13.816
y_rep[455]      14.837   0.003  0.229   14.833   14.890   14.951   15.035
y_rep[456]      14.884   0.003  0.209   14.889   14.944   15.001   15.081
y_rep[457]      14.731   0.003  0.224   14.730   14.786   14.848   14.926
y_rep[458]      14.861   0.003  0.218   14.861   14.917   14.979   15.056
y_rep[459]      14.947   0.003  0.252   14.945   15.005   15.064   15.146
y_rep[460]      14.448   0.003  0.234   14.448   14.506   14.563   14.646
y_rep[461]      14.811   0.003  0.214   14.810   14.871   14.932   15.016
y_rep[462]      14.568   0.003  0.198   14.569   14.628   14.684   14.765
y_rep[463]      14.138   0.003  0.205   14.137   14.195   14.250   14.336
y_rep[464]      14.121   0.003  0.237   14.123   14.179   14.238   14.323
y_rep[465]      13.837   0.003  0.203   13.838   13.894   13.951   14.031
y_rep[466]      13.843   0.003  0.216   13.845   13.900   13.960   14.043
y_rep[467]      15.420   0.003  0.223   15.419   15.481   15.539   15.623
y_rep[468]      15.061   0.003  0.223   15.058   15.114   15.176   15.259
y_rep[469]      15.239   0.003  0.202   15.243   15.296   15.355   15.433
y_rep[470]      15.700   0.003  0.248   15.699   15.756   15.815   15.900
y_rep[471]      15.971   0.003  0.211   15.970   16.027   16.087   16.167
y_rep[472]      15.619   0.003  0.215   15.620   15.677   15.735   15.814
y_rep[473]      19.094   0.003  0.211   19.093   19.152   19.209   19.290
y_rep[474]      22.133   0.003  0.218   22.132   22.194   22.254   22.336
y_rep[475]      21.787   0.003  0.210   21.790   21.849   21.905   21.986
y_rep[476]      21.830   0.003  0.204   21.829   21.887   21.946   22.030
y_rep[477]      21.577   0.003  0.217   21.574   21.632   21.693   21.775
y_rep[478]      20.609   0.003  0.221   20.608   20.668   20.727   20.805
y_rep[479]      21.443   0.003  0.210   21.445   21.505   21.563   21.638
y_rep[480]      21.243   0.003  0.213   21.243   21.302   21.363   21.444
y_rep[481]      21.079   0.004  0.283   21.088   21.145   21.203   21.281
y_rep[482]      21.022   0.003  0.212   21.018   21.076   21.138   21.218
y_rep[483]      21.279   0.003  0.226   21.278   21.339   21.399   21.480
y_rep[484]      21.323   0.005  0.363   21.328   21.385   21.449   21.522
y_rep[485]      21.599   0.003  0.224   21.592   21.653   21.714   21.799
y_rep[486]      21.793   0.003  0.207   21.795   21.852   21.914   21.990
y_rep[487]      21.421   0.003  0.224   21.415   21.474   21.534   21.618
y_rep[488]      22.386   0.003  0.226   22.385   22.445   22.504   22.589
y_rep[489]      22.167   0.003  0.225   22.166   22.226   22.285   22.369
y_rep[490]      21.456   0.003  0.219   21.455   21.513   21.575   21.656
y_rep[491]      21.503   0.003  0.225   21.501   21.559   21.620   21.702
y_rep[492]      21.199   0.003  0.208   21.201   21.259   21.315   21.395
y_rep[493]      20.763   0.003  0.209   20.765   20.823   20.883   20.960
y_rep[494]      21.137   0.003  0.205   21.133   21.189   21.251   21.336
y_rep[495]      20.982   0.003  0.214   20.983   21.040   21.100   21.176
y_rep[496]      19.073   0.003  0.222   19.070   19.130   19.194   19.282
y_rep[497]      15.846   0.004  0.313   15.848   15.908   15.966   16.057
y_rep[498]      16.445   0.003  0.218   16.442   16.507   16.569   16.652
y_rep[499]      16.640   0.003  0.218   16.638   16.701   16.764   16.843
y_rep[500]      15.702   0.003  0.205   15.702   15.756   15.815   15.896
y_rep[501]      15.850   0.003  0.228   15.853   15.910   15.967   16.054
y_rep[502]      15.439   0.003  0.214   15.441   15.499   15.557   15.635
y_rep[503]      15.630   0.003  0.220   15.630   15.685   15.744   15.826
y_rep[504]      15.654   0.003  0.208   15.654   15.713   15.774   15.849
y_rep[505]      15.262   0.003  0.212   15.263   15.321   15.378   15.459
y_rep[506]      14.950   0.003  0.202   14.949   15.005   15.063   15.140
y_rep[507]      14.781   0.003  0.217   14.780   14.838   14.898   14.982
y_rep[508]      14.196   0.003  0.208   14.197   14.257   14.314   14.392
y_rep[509]      14.490   0.003  0.250   14.489   14.549   14.607   14.693
y_rep[510]      14.137   0.003  0.217   14.137   14.195   14.255   14.336
y_rep[511]      13.570   0.003  0.223   13.565   13.624   13.684   13.761
y_rep[512]      13.699   0.003  0.219   13.698   13.757   13.819   13.897
y_rep[513]      13.266   0.003  0.218   13.267   13.326   13.385   13.463
y_rep[514]      12.844   0.003  0.200   12.846   12.900   12.961   13.035
y_rep[515]      12.882   0.003  0.218   12.880   12.939   12.997   13.078
y_rep[516]      13.204   0.003  0.205   13.201   13.259   13.319   13.404
y_rep[517]      12.816   0.003  0.232   12.814   12.870   12.929   13.013
y_rep[518]      13.021   0.003  0.235   13.025   13.083   13.142   13.222
y_rep[519]      12.980   0.003  0.207   12.982   13.038   13.095   13.171
y_rep[520]      12.386   0.003  0.230   12.381   12.440   12.500   12.579
y_rep[521]      12.702   0.003  0.213   12.702   12.762   12.817   12.899
y_rep[522]      12.567   0.004  0.304   12.565   12.621   12.677   12.756
y_rep[523]      12.342   0.003  0.231   12.344   12.403   12.462   12.540
y_rep[524]      12.188   0.003  0.246   12.189   12.246   12.306   12.386
y_rep[525]      12.295   0.003  0.212   12.297   12.355   12.417   12.496
y_rep[526]      11.792   0.003  0.207   11.793   11.853   11.911   11.988
y_rep[527]      11.729   0.003  0.237   11.729   11.788   11.845   11.924
y_rep[528]      12.245   0.003  0.225   12.242   12.300   12.362   12.449
y_rep[529]      11.998   0.003  0.224   11.997   12.055   12.116   12.198
y_rep[530]      12.292   0.003  0.225   12.295   12.353   12.407   12.489
y_rep[531]      12.107   0.003  0.218   12.106   12.162   12.221   12.302
y_rep[532]      11.458   0.003  0.226   11.462   11.520   11.577   11.649
y_rep[533]      11.712   0.003  0.212   11.713   11.772   11.829   11.909
y_rep[534]      11.877   0.003  0.218   11.872   11.933   11.991   12.066
y_rep[535]      11.674   0.003  0.247   11.673   11.734   11.793   11.869
y_rep[536]      12.664   0.003  0.214   12.661   12.719   12.780   12.861
y_rep[537]      12.266   0.003  0.225   12.266   12.321   12.382   12.465
y_rep[538]      11.831   0.003  0.214   11.828   11.886   11.945   12.023
y_rep[539]      11.869   0.003  0.227   11.871   11.928   11.982   12.064
y_rep[540]      11.558   0.003  0.202   11.556   11.611   11.669   11.751
y_rep[541]      11.497   0.003  0.226   11.496   11.554   11.615   11.696
y_rep[542]      11.580   0.003  0.235   11.584   11.641   11.696   11.772
y_rep[543]      11.338   0.003  0.214   11.337   11.394   11.452   11.531
y_rep[544]      11.148   0.003  0.211   11.145   11.199   11.261   11.350
y_rep[545]      11.704   0.003  0.214   11.702   11.757   11.820   11.903
y_rep[546]      11.323   0.003  0.216   11.321   11.379   11.438   11.518
y_rep[547]      11.374   0.003  0.218   11.376   11.431   11.487   11.561
y_rep[548]      11.296   0.004  0.286   11.296   11.352   11.411   11.490
y_rep[549]      11.620   0.003  0.221   11.621   11.678   11.738   11.820
y_rep[550]      11.550   0.003  0.240   11.549   11.606   11.665   11.743
y_rep[551]      11.264   0.003  0.229   11.264   11.321   11.381   11.463
y_rep[552]      10.989   0.003  0.251   10.990   11.048   11.107   11.190
y_rep[553]      10.852   0.003  0.208   10.853   10.909   10.968   11.049
y_rep[554]      11.038   0.003  0.222   11.039   11.094   11.153   11.230
y_rep[555]      10.975   0.003  0.213   10.974   11.033   11.089   11.170
y_rep[556]      10.427   0.003  0.230   10.426   10.483   10.542   10.622
y_rep[557]      10.245   0.003  0.249   10.244   10.300   10.359   10.437
y_rep[558]      10.332   0.003  0.227   10.333   10.390   10.447   10.528
y_rep[559]      10.063   0.003  0.210   10.059   10.115   10.178   10.258
y_rep[560]      13.251   0.003  0.227   13.253   13.314   13.372   13.454
y_rep[561]      12.796   0.003  0.260   12.803   12.860   12.914   12.992
y_rep[562]      12.646   0.003  0.239   12.649   12.706   12.765   12.844
y_rep[563]      12.993   0.003  0.207   12.994   13.052   13.110   13.185
y_rep[564]      13.469   0.003  0.230   13.469   13.527   13.585   13.659
y_rep[565]      12.970   0.003  0.247   12.971   13.027   13.090   13.165
y_rep[566]      13.195   0.003  0.217   13.196   13.253   13.313   13.388
y_rep[567]      12.919   0.003  0.211   12.918   12.977   13.038   13.123
y_rep[568]      12.513   0.003  0.221   12.517   12.575   12.632   12.711
y_rep[569]      12.852   0.003  0.222   12.851   12.909   12.965   13.040
y_rep[570]      12.715   0.003  0.233   12.715   12.769   12.831   12.911
y_rep[571]      12.678   0.003  0.209   12.676   12.735   12.793   12.874
y_rep[572]      12.311   0.003  0.200   12.310   12.365   12.425   12.503
y_rep[573]      12.359   0.003  0.210   12.361   12.419   12.477   12.555
y_rep[574]      12.104   0.003  0.214   12.102   12.159   12.218   12.300
y_rep[575]      12.319   0.003  0.217   12.320   12.376   12.438   12.521
y_rep[576]      12.065   0.003  0.257   12.062   12.119   12.175   12.253
y_rep[577]      11.974   0.003  0.226   11.975   12.031   12.088   12.169
y_rep[578]      12.344   0.003  0.216   12.343   12.404   12.464   12.542
y_rep[579]      12.342   0.003  0.225   12.344   12.401   12.457   12.531
y_rep[580]      12.039   0.003  0.215   12.042   12.098   12.163   12.240
y_rep[581]      12.134   0.003  0.225   12.135   12.192   12.252   12.337
y_rep[582]      12.172   0.003  0.213   12.172   12.229   12.288   12.371
y_rep[583]      11.015   0.003  0.233   11.015   11.073   11.136   11.218
y_rep[584]      11.062   0.003  0.222   11.062   11.120   11.180   11.264
y_rep[585]      10.847   0.003  0.206   10.848   10.904   10.964   11.045
y_rep[586]      10.473   0.003  0.207   10.476   10.535   10.592   10.675
y_rep[587]      10.601   0.003  0.202   10.600   10.658   10.718   10.799
y_rep[588]      11.234   0.003  0.220   11.235   11.293   11.350   11.431
y_rep[589]      11.260   0.003  0.245   11.261   11.319   11.378   11.454
y_rep[590]      11.542   0.003  0.214   11.542   11.599   11.658   11.739
y_rep[591]      11.598   0.003  0.256   11.602   11.656   11.716   11.799
y_rep[592]      17.704   0.003  0.254   17.704   17.788   17.869   17.965
y_rep[593]      18.662   0.003  0.218   18.661   18.719   18.781   18.858
y_rep[594]      19.196   0.003  0.222   19.195   19.257   19.320   19.398
y_rep[595]      18.579   0.003  0.220   18.581   18.639   18.697   18.775
y_rep[596]      19.075   0.003  0.218   19.075   19.131   19.193   19.277
y_rep[597]      19.430   0.003  0.259   19.430   19.488   19.549   19.633
y_rep[598]      19.299   0.003  0.246   19.293   19.353   19.414   19.499
y_rep[599]      19.598   0.003  0.207   19.601   19.659   19.716   19.793
y_rep[600]      19.392   0.003  0.209   19.391   19.447   19.505   19.589
y_rep[601]      19.470   0.003  0.224   19.471   19.527   19.581   19.659
y_rep[602]      19.584   0.003  0.236   19.584   19.639   19.700   19.787
y_rep[603]      20.438   0.003  0.208   20.438   20.495   20.554   20.637
y_rep[604]      20.193   0.003  0.262   20.195   20.256   20.317   20.394
y_rep[605]      20.014   0.003  0.211   20.015   20.074   20.130   20.212
y_rep[606]      20.360   0.003  0.211   20.366   20.424   20.484   20.558
y_rep[607]      20.401   0.003  0.218   20.404   20.461   20.518   20.596
y_rep[608]      20.441   0.003  0.230   20.436   20.494   20.553   20.637
y_rep[609]      20.722   0.003  0.208   20.718   20.777   20.839   20.924
y_rep[610]      20.390   0.003  0.212   20.392   20.446   20.505   20.584
y_rep[611]      20.723   0.003  0.223   20.725   20.785   20.840   20.917
y_rep[612]      20.422   0.003  0.215   20.423   20.481   20.539   20.618
y_rep[613]      20.094   0.003  0.219   20.095   20.153   20.212   20.288
y_rep[614]      18.240   0.003  0.228   18.240   18.297   18.360   18.436
y_rep[615]      16.399   0.003  0.232   16.401   16.461   16.521   16.600
y_rep[616]      15.423   0.003  0.203   15.422   15.480   15.539   15.617
y_rep[617]      15.677   0.003  0.220   15.677   15.734   15.795   15.876
y_rep[618]      15.218   0.003  0.229   15.213   15.274   15.335   15.415
y_rep[619]      14.652   0.003  0.214   14.653   14.709   14.768   14.845
y_rep[620]      14.646   0.003  0.223   14.646   14.708   14.766   14.849
y_rep[621]      14.738   0.003  0.208   14.742   14.800   14.858   14.937
y_rep[622]      15.261   0.003  0.259   15.262   15.319   15.379   15.463
y_rep[623]      15.418   0.003  0.221   15.420   15.477   15.536   15.612
y_rep[624]      15.137   0.003  0.217   15.136   15.194   15.253   15.330
y_rep[625]      15.098   0.003  0.204   15.096   15.151   15.213   15.296
y_rep[626]      14.534   0.003  0.222   14.532   14.590   14.648   14.731
y_rep[627]      14.394   0.003  0.218   14.395   14.451   14.509   14.589
y_rep[628]      14.098   0.003  0.258   14.097   14.153   14.211   14.297
y_rep[629]      13.804   0.003  0.230   13.799   13.856   13.918   14.002
y_rep[630]      13.777   0.003  0.219   13.779   13.836   13.895   13.975
y_rep[631]      13.355   0.003  0.255   13.356   13.412   13.473   13.557
y_rep[632]      13.389   0.003  0.240   13.392   13.450   13.506   13.582
y_rep[633]      13.434   0.003  0.212   13.433   13.494   13.551   13.637
y_rep[634]      13.230   0.003  0.203   13.233   13.289   13.347   13.426
y_rep[635]      12.762   0.003  0.228   12.766   12.824   12.883   12.963
y_rep[636]      12.688   0.003  0.215   12.689   12.744   12.805   12.883
y_rep[637]      12.263   0.003  0.219   12.264   12.321   12.379   12.456
y_rep[638]      12.752   0.003  0.229   12.752   12.810   12.872   12.956
y_rep[639]      12.972   0.003  0.207   12.973   13.029   13.088   13.170
y_rep[640]      12.794   0.003  0.241   12.796   12.850   12.906   12.988
y_rep[641]      12.580   0.003  0.219   12.579   12.635   12.696   12.774
y_rep[642]      12.807   0.003  0.214   12.809   12.864   12.924   12.998
y_rep[643]      12.509   0.003  0.229   12.508   12.567   12.626   12.708
y_rep[644]      12.342   0.003  0.203   12.341   12.399   12.460   12.540
y_rep[645]      12.338   0.003  0.221   12.332   12.392   12.453   12.537
y_rep[646]      11.934   0.003  0.213   11.936   11.992   12.051   12.134
y_rep[647]      11.941   0.003  0.216   11.939   11.999   12.059   12.141
y_rep[648]      12.048   0.003  0.221   12.050   12.106   12.164   12.246
y_rep[649]      12.381   0.003  0.243   12.380   12.436   12.497   12.579
y_rep[650]      12.423   0.003  0.208   12.429   12.487   12.541   12.619
y_rep[651]      12.532   0.003  0.230   12.530   12.586   12.647   12.731
y_rep[652]      12.456   0.003  0.258   12.457   12.514   12.571   12.647
y_rep[653]      12.479   0.003  0.219   12.480   12.535   12.592   12.676
y_rep[654]      12.505   0.004  0.272   12.504   12.563   12.624   12.705
y_rep[655]      12.535   0.003  0.230   12.535   12.591   12.651   12.731
y_rep[656]      12.488   0.003  0.254   12.487   12.543   12.604   12.685
y_rep[657]      12.518   0.003  0.213   12.519   12.575   12.632   12.713
y_rep[658]      12.527   0.004  0.284   12.526   12.584   12.640   12.722
y_rep[659]      12.565   0.003  0.217   12.564   12.627   12.684   12.762
y_rep[660]      12.358   0.003  0.208   12.362   12.418   12.473   12.551
y_rep[661]      12.000   0.003  0.219   12.002   12.060   12.117   12.193
y_rep[662]      12.125   0.003  0.248   12.125   12.183   12.242   12.326
y_rep[663]      12.121   0.003  0.201   12.120   12.176   12.235   12.316
y_rep[664]      12.441   0.003  0.207   12.441   12.496   12.558   12.635
y_rep[665]      12.733   0.003  0.234   12.734   12.789   12.847   12.926
y_rep[666]      12.204   0.003  0.211   12.207   12.263   12.317   12.401
y_rep[667]      12.424   0.003  0.219   12.426   12.480   12.540   12.622
y_rep[668]      12.058   0.003  0.222   12.060   12.115   12.175   12.250
y_rep[669]      11.884   0.003  0.217   11.884   11.942   11.997   12.080
y_rep[670]      12.079   0.003  0.257   12.081   12.135   12.195   12.275
y_rep[671]      12.377   0.003  0.216   12.377   12.435   12.491   12.573
y_rep[672]      12.145   0.003  0.208   12.144   12.200   12.257   12.336
y_rep[673]      11.863   0.003  0.205   11.862   11.919   11.982   12.063
y_rep[674]      11.915   0.003  0.209   11.916   11.975   12.030   12.111
y_rep[675]      11.778   0.003  0.208   11.779   11.835   11.895   11.972
y_rep[676]      11.909   0.003  0.247   11.910   11.966   12.025   12.104
y_rep[677]      12.062   0.003  0.212   12.066   12.124   12.180   12.260
y_rep[678]      11.533   0.003  0.212   11.531   11.589   11.649   11.728
y_rep[679]      11.518   0.003  0.246   11.517   11.575   11.631   11.714
y_rep[680]      11.111   0.003  0.238   11.107   11.166   11.225   11.306
y_rep[681]      10.902   0.003  0.237   10.905   10.964   11.019   11.100
y_rep[682]      11.240   0.003  0.223   11.239   11.298   11.357   11.434
y_rep[683]      11.508   0.003  0.238   11.506   11.568   11.625   11.706
y_rep[684]      11.256   0.003  0.231   11.254   11.310   11.370   11.451
y_rep[685]      11.030   0.003  0.215   11.031   11.090   11.147   11.224
y_rep[686]      10.884   0.003  0.221   10.879   10.939   10.997   11.088
y_rep[687]      10.612   0.003  0.217   10.617   10.673   10.730   10.808
y_rep[688]      10.958   0.003  0.220   10.962   11.019   11.075   11.154
y_rep[689]      10.765   0.003  0.226   10.769   10.826   10.886   10.961
y_rep[690]      10.906   0.003  0.234   10.909   10.966   11.024   11.105
y_rep[691]      10.900   0.003  0.203   10.900   10.954   11.019   11.095
y_rep[692]      11.008   0.003  0.223   11.008   11.064   11.122   11.202
y_rep[693]      10.681   0.003  0.232   10.680   10.738   10.798   10.879
y_rep[694]      10.667   0.003  0.213   10.666   10.721   10.777   10.858
y_rep[695]      10.602   0.003  0.213   10.598   10.655   10.714   10.798
y_rep[696]      10.467   0.003  0.220   10.468   10.527   10.587   10.667
y_rep[697]      10.322   0.003  0.195   10.325   10.379   10.435   10.511
y_rep[698]      10.161   0.003  0.245   10.159   10.215   10.274   10.359
y_rep[699]      10.435   0.003  0.218   10.438   10.494   10.552   10.625
y_rep[700]      11.137   0.003  0.202   11.138   11.196   11.252   11.335
y_rep[701]      11.030   0.003  0.210   11.032   11.090   11.150   11.224
y_rep[702]      10.871   0.003  0.213   10.869   10.924   10.982   11.065
y_rep[703]      10.939   0.003  0.213   10.936   10.993   11.051   11.133
y_rep[704]      10.876   0.003  0.222   10.878   10.931   10.991   11.072
y_rep[705]      10.860   0.003  0.221   10.855   10.912   10.969   11.054
y_rep[706]      10.752   0.003  0.225   10.751   10.810   10.866   10.947
y_rep[707]      10.981   0.003  0.219   10.977   11.033   11.093   11.179
y_rep[708]      10.901   0.003  0.209   10.902   10.961   11.016   11.097
y_rep[709]      10.746   0.003  0.219   10.747   10.804   10.864   10.949
y_rep[710]      10.758   0.003  0.240   10.760   10.818   10.875   10.965
y_rep[711]      10.595   0.003  0.219   10.595   10.650   10.712   10.790
y_rep[712]      10.458   0.003  0.215   10.456   10.513   10.573   10.656
y_rep[713]      10.249   0.003  0.220   10.249   10.307   10.368   10.442
y_rep[714]      10.132   0.003  0.222   10.133   10.192   10.246   10.330
y_rep[715]      10.016   0.003  0.239   10.018   10.073   10.133   10.213
y_rep[716]      10.106   0.003  0.226   10.105   10.161   10.224   10.305
y_rep[717]       9.796   0.003  0.237    9.800    9.859    9.916    9.992
y_rep[718]       9.679   0.003  0.220    9.680    9.739    9.795    9.876
y_rep[719]      10.047   0.003  0.218   10.047   10.104   10.163   10.241
y_rep[720]      10.096   0.003  0.243   10.093   10.154   10.216   10.300
y_rep[721]      10.476   0.003  0.212   10.471   10.531   10.590   10.672
y_rep[722]       9.760   0.003  0.230    9.759    9.816    9.874    9.955
y_rep[723]      10.159   0.004  0.343   10.154   10.210   10.269   10.348
y_rep[724]      10.472   0.003  0.217   10.474   10.528   10.582   10.660
y_rep[725]      10.557   0.003  0.203   10.555   10.616   10.674   10.751
y_rep[726]      10.665   0.003  0.220   10.664   10.722   10.780   10.863
y_rep[727]      10.352   0.003  0.220   10.352   10.408   10.468   10.546
y_rep[728]      10.433   0.003  0.235   10.436   10.493   10.550   10.634
y_rep[729]      10.429   0.003  0.218   10.430   10.486   10.543   10.626
y_rep[730]      10.624   0.003  0.218   10.620   10.678   10.741   10.824
y_rep[731]      10.609   0.003  0.207   10.607   10.667   10.725   10.812
y_rep[732]      10.657   0.003  0.215   10.654   10.714   10.775   10.859
y_rep[733]      10.500   0.003  0.211   10.496   10.556   10.613   10.693
y_rep[734]      11.306   0.003  0.204   11.306   11.365   11.421   11.501
y_rep[735]      11.617   0.003  0.236   11.619   11.676   11.735   11.811
y_rep[736]      11.338   0.004  0.273   11.333   11.391   11.451   11.533
y_rep[737]      11.380   0.003  0.231   11.379   11.437   11.499   11.574
y_rep[738]      11.484   0.003  0.231   11.481   11.539   11.597   11.680
y_rep[739]      11.388   0.004  0.318   11.387   11.446   11.501   11.587
y_rep[740]      11.727   0.003  0.225   11.729   11.789   11.845   11.927
y_rep[741]      11.608   0.003  0.225   11.610   11.668   11.725   11.807
y_rep[742]      11.751   0.003  0.212   11.752   11.808   11.867   11.952
y_rep[743]      11.767   0.003  0.218   11.766   11.825   11.887   11.969
y_rep[744]      11.562   0.003  0.211   11.560   11.619   11.678   11.759
y_rep[745]      11.646   0.003  0.211   11.644   11.702   11.761   11.841
y_rep[746]      11.347   0.003  0.228   11.343   11.402   11.464   11.544
y_rep[747]      10.938   0.003  0.228   10.936   10.996   11.054   11.136
y_rep[748]      11.061   0.003  0.216   11.063   11.118   11.177   11.259
y_rep[749]      11.205   0.003  0.225   11.207   11.263   11.322   11.404
y_rep[750]      11.252   0.003  0.214   11.248   11.309   11.369   11.453
y_rep[751]      10.851   0.004  0.315   10.849   10.907   10.967   11.046
y_rep[752]      10.767   0.003  0.207   10.766   10.820   10.880   10.962
y_rep[753]      10.989   0.003  0.213   10.987   11.044   11.105   11.185
y_rep[754]      11.281   0.003  0.211   11.284   11.340   11.398   11.478
y_rep[755]      11.550   0.003  0.203   11.550   11.607   11.665   11.741
y_rep[756]      11.215   0.003  0.226   11.214   11.273   11.330   11.408
y_rep[757]      10.614   0.003  0.224   10.617   10.673   10.730   10.809
y_rep[758]      10.488   0.003  0.220   10.487   10.544   10.605   10.684
y_rep[759]      10.721   0.003  0.217   10.721   10.779   10.835   10.913
y_rep[760]      10.439   0.003  0.203   10.440   10.499   10.555   10.634
y_rep[761]      10.570   0.003  0.225   10.571   10.626   10.681   10.762
y_rep[762]      10.985   0.003  0.232   10.984   11.043   11.102   11.185
y_rep[763]      10.502   0.003  0.215   10.504   10.558   10.619   10.702
y_rep[764]      10.448   0.003  0.234   10.448   10.506   10.568   10.651
y_rep[765]      10.206   0.003  0.224   10.207   10.258   10.319   10.405
y_rep[766]      10.325   0.003  0.217   10.328   10.382   10.438   10.522
y_rep[767]      10.125   0.003  0.241   10.122   10.179   10.238   10.321
y_rep[768]      10.303   0.003  0.244   10.300   10.358   10.420   10.501
y_rep[769]      10.264   0.003  0.226   10.268   10.326   10.384   10.464
y_rep[770]      10.092   0.003  0.213   10.091   10.150   10.208   10.289
y_rep[771]      10.251   0.003  0.220   10.253   10.309   10.366   10.444
y_rep[772]      10.220   0.003  0.210   10.222   10.276   10.336   10.412
y_rep[773]      10.210   0.003  0.229   10.211   10.268   10.325   10.411
y_rep[774]      10.809   0.003  0.216   10.809   10.866   10.923   11.011
y_rep[775]      10.622   0.003  0.218   10.622   10.678   10.735   10.822
y_rep[776]      10.296   0.003  0.218   10.298   10.355   10.414   10.488
y_rep[777]      10.170   0.003  0.221   10.170   10.227   10.286   10.365
y_rep[778]       9.876   0.003  0.217    9.875    9.934    9.994   10.071
y_rep[779]      10.389   0.003  0.201   10.389   10.446   10.507   10.585
y_rep[780]      10.281   0.004  0.281   10.283   10.339   10.399   10.475
y_rep[781]      10.005   0.003  0.254   10.005   10.062   10.117   10.194
y_rep[782]      10.142   0.003  0.204   10.143   10.198   10.257   10.336
y_rep[783]       9.917   0.003  0.235    9.919    9.977   10.032   10.111
y_rep[784]       9.900   0.003  0.225    9.899    9.958   10.018   10.097
y_rep[785]       9.659   0.003  0.236    9.657    9.716    9.777    9.857
y_rep[786]       9.618   0.003  0.226    9.619    9.679    9.737    9.815
y_rep[787]       9.556   0.003  0.212    9.557    9.614    9.671    9.753
y_rep[788]      10.004   0.003  0.207   10.005   10.064   10.124   10.204
y_rep[789]      10.478   0.003  0.255   10.479   10.537   10.599   10.674
y_rep[790]      10.297   0.004  0.333   10.299   10.357   10.416   10.497
y_rep[791]      10.042   0.003  0.210   10.047   10.103   10.160   10.238
y_rep[792]      10.106   0.003  0.247   10.102   10.160   10.220   10.301
y_rep[793]      10.016   0.003  0.213   10.019   10.075   10.134   10.214
y_rep[794]      10.587   0.003  0.230   10.586   10.643   10.701   10.779
y_rep[795]      10.461   0.003  0.221   10.463   10.519   10.576   10.661
y_rep[796]      10.173   0.003  0.214   10.170   10.229   10.290   10.370
y_rep[797]      10.042   0.003  0.212   10.040   10.099   10.160   10.244
y_rep[798]      10.338   0.003  0.223   10.337   10.394   10.452   10.535
y_rep[799]      10.452   0.003  0.219   10.452   10.507   10.565   10.647
y_rep[800]      10.339   0.003  0.209   10.338   10.395   10.456   10.530
y_rep[801]      10.355   0.003  0.216   10.356   10.411   10.468   10.546
y_rep[802]       9.884   0.003  0.259    9.885    9.944   10.007   10.088
y_rep[803]       9.943   0.003  0.210    9.946   10.005   10.061   10.146
y_rep[804]      10.366   0.003  0.223   10.365   10.423   10.481   10.560
y_rep[805]      10.206   0.003  0.205   10.210   10.267   10.322   10.401
y_rep[806]      10.254   0.003  0.208   10.255   10.312   10.369   10.447
y_rep[807]      10.323   0.003  0.247   10.321   10.380   10.435   10.513
y_rep[808]      10.258   0.003  0.230   10.259   10.314   10.377   10.459
y_rep[809]      10.217   0.003  0.236   10.216   10.276   10.332   10.411
y_rep[810]      10.595   0.005  0.371   10.590   10.646   10.705   10.788
y_rep[811]      10.013   0.003  0.227   10.017   10.076   10.136   10.215
y_rep[812]       9.554   0.003  0.223    9.552    9.608    9.665    9.750
y_rep[813]       9.824   0.003  0.242    9.823    9.879    9.934   10.015
y_rep[814]      10.146   0.004  0.280   10.147   10.204   10.261   10.340
y_rep[815]       9.863   0.003  0.210    9.865    9.923    9.976   10.054
y_rep[816]      10.127   0.003  0.208   10.126   10.184   10.242   10.326
y_rep[817]       9.659   0.003  0.221    9.661    9.719    9.776    9.857
y_rep[818]       9.605   0.003  0.215    9.606    9.661    9.720    9.802
y_rep[819]       9.635   0.003  0.217    9.634    9.692    9.747    9.830
y_rep[820]       9.464   0.003  0.226    9.462    9.522    9.581    9.666
y_rep[821]       9.414   0.003  0.227    9.416    9.473    9.529    9.609
y_rep[822]       9.670   0.003  0.231    9.668    9.722    9.782    9.863
y_rep[823]       9.614   0.003  0.210    9.615    9.673    9.733    9.808
y_rep[824]       9.467   0.003  0.207    9.465    9.525    9.580    9.664
y_rep[825]       9.257   0.003  0.225    9.254    9.314    9.374    9.455
y_rep[826]       9.733   0.003  0.262    9.736    9.792    9.851    9.935
y_rep[827]       9.782   0.003  0.221    9.779    9.835    9.897    9.980
y_rep[828]       9.522   0.003  0.214    9.521    9.577    9.635    9.718
y_rep[829]       9.494   0.003  0.224    9.491    9.548    9.608    9.693
y_rep[830]       9.667   0.003  0.226    9.669    9.724    9.783    9.857
y_rep[831]       9.654   0.003  0.219    9.653    9.710    9.769    9.845
y_rep[832]       9.889   0.003  0.220    9.888    9.948   10.006   10.088
y_rep[833]       9.854   0.003  0.214    9.851    9.909    9.968   10.047
y_rep[834]       9.999   0.003  0.204    9.997   10.058   10.117   10.194
y_rep[835]      10.104   0.003  0.222   10.102   10.159   10.222   10.307
y_rep[836]      10.125   0.003  0.219   10.121   10.178   10.237   10.321
y_rep[837]      10.177   0.003  0.215   10.177   10.234   10.291   10.371
y_rep[838]      10.058   0.003  0.217   10.062   10.119   10.177   10.259
y_rep[839]       9.844   0.003  0.216    9.843    9.901    9.964   10.045
y_rep[840]       9.828   0.003  0.207    9.827    9.884    9.940   10.022
y_rep[841]      10.113   0.003  0.213   10.112   10.170   10.227   10.301
y_rep[842]      11.547   0.003  0.214   11.547   11.606   11.664   11.745
y_rep[843]      11.211   0.003  0.213   11.209   11.265   11.325   11.406
y_rep[844]      11.429   0.003  0.213   11.428   11.484   11.546   11.634
y_rep[845]      11.344   0.003  0.214   11.345   11.401   11.459   11.539
y_rep[846]      11.575   0.003  0.212   11.574   11.628   11.688   11.769
y_rep[847]      11.932   0.003  0.236   11.934   11.991   12.052   12.131
y_rep[848]      11.930   0.003  0.222   11.928   11.986   12.040   12.119
y_rep[849]      11.742   0.003  0.217   11.740   11.801   11.860   11.939
y_rep[850]      11.921   0.003  0.208   11.916   11.975   12.033   12.115
y_rep[851]      11.993   0.003  0.221   11.991   12.050   12.111   12.196
y_rep[852]      12.123   0.003  0.199   12.122   12.180   12.241   12.322
y_rep[853]      12.004   0.003  0.212   12.003   12.063   12.122   12.205
y_rep[854]      12.110   0.003  0.223   12.109   12.167   12.229   12.307
y_rep[855]      12.016   0.003  0.244   12.015   12.070   12.127   12.207
y_rep[856]      12.049   0.003  0.206   12.046   12.102   12.164   12.239
y_rep[857]      12.031   0.003  0.240   12.034   12.093   12.153   12.228
y_rep[858]      12.514   0.004  0.294   12.517   12.574   12.634   12.712
y_rep[859]      11.989   0.003  0.213   11.991   12.047   12.103   12.181
y_rep[860]      12.044   0.003  0.205   12.042   12.104   12.163   12.246
y_rep[861]      12.014   0.003  0.219   12.013   12.069   12.128   12.214
y_rep[862]      12.271   0.003  0.219   12.272   12.331   12.392   12.471
y_rep[863]      12.292   0.003  0.221   12.288   12.347   12.407   12.487
y_rep[864]      12.193   0.003  0.222   12.192   12.250   12.304   12.383
y_rep[865]      11.609   0.003  0.226   11.609   11.668   11.727   11.812
y_rep[866]      11.883   0.003  0.206   11.882   11.941   11.999   12.084
y_rep[867]      12.158   0.003  0.226   12.159   12.219   12.278   12.361
y_rep[868]      12.095   0.003  0.216   12.094   12.150   12.208   12.291
y_rep[869]      11.735   0.003  0.228   11.734   11.790   11.849   11.931
y_rep[870]      11.808   0.004  0.292   11.812   11.868   11.921   12.001
y_rep[871]      12.590   0.003  0.235   12.587   12.646   12.705   12.788
y_rep[872]      12.608   0.003  0.226   12.605   12.660   12.720   12.805
y_rep[873]      12.566   0.003  0.208   12.567   12.623   12.683   12.761
y_rep[874]      12.724   0.003  0.216   12.728   12.785   12.842   12.918
y_rep[875]      12.489   0.003  0.220   12.489   12.546   12.603   12.683
y_rep[876]      12.450   0.003  0.203   12.451   12.509   12.569   12.645
y_rep[877]      12.347   0.003  0.223   12.345   12.404   12.460   12.536
y_rep[878]      12.387   0.003  0.243   12.383   12.442   12.502   12.579
y_rep[879]      12.359   0.003  0.240   12.358   12.415   12.474   12.561
y_rep[880]      12.164   0.003  0.201   12.165   12.220   12.279   12.357
y_rep[881]      11.874   0.003  0.218   11.873   11.932   11.992   12.067
y_rep[882]      12.002   0.003  0.211   12.004   12.058   12.116   12.197
y_rep[883]      11.840   0.003  0.228   11.841   11.896   11.952   12.029
y_rep[884]      11.866   0.003  0.214   11.869   11.926   11.985   12.063
y_rep[885]      11.818   0.003  0.203   11.815   11.870   11.929   12.010
y_rep[886]      11.899   0.003  0.263   11.897   11.955   12.014   12.097
y_rep[887]      11.758   0.003  0.205   11.758   11.816   11.878   11.953
y_rep[888]      12.006   0.003  0.246   12.011   12.068   12.125   12.201
y_rep[889]      11.730   0.003  0.248   11.734   11.790   11.847   11.925
y_rep[890]      11.439   0.003  0.230   11.443   11.499   11.560   11.636
y_rep[891]      11.509   0.003  0.210   11.509   11.567   11.625   11.705
y_rep[892]      11.283   0.003  0.217   11.284   11.342   11.403   11.483
y_rep[893]      11.001   0.003  0.211   11.002   11.058   11.119   11.205
y_rep[894]      10.412   0.003  0.270   10.416   10.475   10.533   10.614
y_rep[895]      10.108   0.003  0.213   10.107   10.161   10.219   10.302
y_rep[896]       9.893   0.003  0.214    9.889    9.948   10.006   10.084
y_rep[897]       9.924   0.003  0.212    9.929    9.985   10.043   10.126
y_rep[898]       9.642   0.003  0.216    9.641    9.696    9.756    9.840
y_rep[899]       9.790   0.003  0.205    9.786    9.844    9.903    9.981
y_rep[900]       9.752   0.003  0.211    9.749    9.808    9.866    9.944
y_rep[901]       9.648   0.003  0.222    9.648    9.705    9.765    9.847
y_rep[902]       9.721   0.003  0.216    9.722    9.778    9.835    9.916
y_rep[903]       9.859   0.003  0.197    9.858    9.914    9.972   10.051
y_rep[904]       9.831   0.003  0.209    9.831    9.889    9.952   10.030
y_rep[905]       9.705   0.003  0.224    9.709    9.763    9.824    9.899
y_rep[906]       9.990   0.003  0.225    9.989   10.044   10.102   10.189
y_rep[907]       9.613   0.003  0.210    9.617    9.673    9.731    9.804
y_rep[908]       9.578   0.003  0.217    9.578    9.635    9.693    9.774
y_rep[909]       9.331   0.003  0.226    9.338    9.392    9.450    9.534
y_rep[910]       9.343   0.003  0.211    9.347    9.403    9.464    9.539
y_rep[911]       9.311   0.003  0.211    9.315    9.372    9.432    9.504
y_rep[912]       9.767   0.003  0.240    9.767    9.826    9.883    9.962
y_rep[913]       9.542   0.003  0.231    9.544    9.600    9.656    9.735
y_rep[914]       9.253   0.003  0.233    9.255    9.313    9.370    9.444
y_rep[915]       9.701   0.003  0.227    9.703    9.759    9.815    9.895
y_rep[916]       9.560   0.003  0.219    9.558    9.615    9.676    9.753
y_rep[917]       9.500   0.003  0.221    9.502    9.559    9.616    9.698
y_rep[918]       9.372   0.003  0.217    9.373    9.432    9.491    9.571
y_rep[919]       9.376   0.003  0.217    9.375    9.432    9.490    9.574
y_rep[920]       9.030   0.003  0.221    9.031    9.087    9.148    9.222
y_rep[921]       9.195   0.003  0.224    9.191    9.249    9.305    9.391
y_rep[922]       8.985   0.003  0.229    8.982    9.042    9.100    9.180
y_rep[923]       9.012   0.003  0.214    9.011    9.068    9.128    9.212
y_rep[924]       9.285   0.003  0.218    9.287    9.343    9.403    9.484
y_rep[925]       9.265   0.003  0.241    9.267    9.325    9.381    9.458
y_rep[926]       9.230   0.003  0.216    9.232    9.288    9.345    9.428
y_rep[927]       9.268   0.003  0.214    9.266    9.326    9.385    9.467
y_rep[928]       9.555   0.003  0.212    9.555    9.611    9.666    9.748
y_rep[929]       9.289   0.003  0.215    9.289    9.347    9.405    9.492
y_rep[930]       9.855   0.003  0.210    9.853    9.910    9.967   10.052
y_rep[931]       9.900   0.003  0.205    9.899    9.953   10.010   10.095
y_rep[932]       9.756   0.003  0.216    9.759    9.816    9.871    9.954
y_rep[933]       9.566   0.003  0.224    9.566    9.621    9.679    9.761
y_rep[934]       9.422   0.003  0.211    9.423    9.479    9.539    9.619
y_rep[935]       9.419   0.003  0.206    9.419    9.477    9.539    9.617
y_rep[936]       9.734   0.003  0.236    9.732    9.790    9.847    9.921
y_rep[937]       9.882   0.003  0.215    9.888    9.945    9.999   10.073
y_rep[938]       9.546   0.003  0.206    9.545    9.600    9.659    9.739
y_rep[939]       9.543   0.003  0.233    9.542    9.599    9.658    9.734
y_rep[940]       9.390   0.003  0.213    9.389    9.449    9.506    9.586
y_rep[941]       9.373   0.003  0.209    9.375    9.430    9.486    9.563
y_rep[942]       9.357   0.003  0.213    9.357    9.414    9.471    9.553
y_rep[943]       9.540   0.003  0.206    9.539    9.599    9.655    9.738
y_rep[944]       9.199   0.008  0.635    9.193    9.251    9.311    9.393
y_rep[945]       9.198   0.003  0.221    9.198    9.256    9.311    9.396
y_rep[946]       9.208   0.003  0.246    9.207    9.266    9.327    9.413
y_rep[947]       8.826   0.003  0.226    8.829    8.884    8.943    9.022
y_rep[948]       8.776   0.003  0.211    8.779    8.834    8.895    8.974
y_rep[949]       8.456   0.003  0.224    8.458    8.517    8.575    8.653
y_rep[950]       8.261   0.003  0.225    8.268    8.323    8.382    8.457
y_rep[951]       8.132   0.003  0.209    8.131    8.189    8.247    8.329
y_rep[952]       8.481   0.004  0.288    8.481    8.537    8.596    8.675
y_rep[953]       8.174   0.003  0.229    8.171    8.231    8.293    8.374
y_rep[954]       8.444   0.003  0.230    8.442    8.499    8.558    8.642
y_rep[955]       8.493   0.003  0.206    8.493    8.550    8.610    8.684
y_rep[956]       8.437   0.003  0.217    8.438    8.495    8.554    8.631
y_rep[957]       8.388   0.003  0.211    8.389    8.441    8.502    8.583
y_rep[958]       8.364   0.003  0.223    8.365    8.421    8.479    8.558
y_rep[959]       8.214   0.003  0.237    8.214    8.272    8.333    8.415
y_rep[960]       8.555   0.003  0.230    8.554    8.613    8.672    8.752
y_rep[961]       8.995   0.003  0.230    8.995    9.052    9.115    9.194
y_rep[962]       8.693   0.003  0.211    8.691    8.749    8.809    8.892
y_rep[963]       8.742   0.003  0.223    8.739    8.797    8.856    8.937
y_rep[964]       8.612   0.003  0.205    8.612    8.668    8.728    8.808
y_rep[965]       9.139   0.003  0.241    9.139    9.194    9.256    9.335
y_rep[966]       9.177   0.003  0.207    9.178    9.235    9.296    9.381
y_rep[967]       9.307   0.003  0.249    9.309    9.365    9.426    9.507
y_rep[968]       9.291   0.003  0.223    9.293    9.351    9.407    9.491
y_rep[969]       9.356   0.003  0.217    9.360    9.415    9.472    9.557
y_rep[970]       9.515   0.003  0.230    9.513    9.571    9.632    9.714
y_rep[971]       9.985   0.003  0.202    9.984   10.043   10.101   10.180
y_rep[972]      10.044   0.003  0.238   10.045   10.100   10.160   10.243
y_rep[973]      10.377   0.003  0.231   10.377   10.438   10.499   10.579
y_rep[974]      10.454   0.003  0.230   10.456   10.514   10.574   10.650
y_rep[975]      10.518   0.003  0.217   10.517   10.573   10.633   10.717
y_rep[976]      10.465   0.003  0.212   10.463   10.520   10.578   10.661
y_rep[977]      10.436   0.003  0.229   10.437   10.493   10.554   10.635
y_rep[978]      10.391   0.003  0.229   10.393   10.448   10.507   10.591
y_rep[979]      11.040   0.003  0.209   11.042   11.099   11.155   11.236
y_rep[980]      11.041   0.003  0.224   11.043   11.102   11.158   11.236
y_rep[981]      11.075   0.003  0.227   11.076   11.130   11.187   11.268
y_rep[982]      11.376   0.003  0.249   11.379   11.438   11.496   11.574
y_rep[983]      11.542   0.003  0.246   11.539   11.596   11.656   11.743
y_rep[984]      11.501   0.003  0.215   11.503   11.558   11.616   11.694
y_rep[985]      11.768   0.003  0.244   11.766   11.826   11.883   11.966
y_rep[986]      11.705   0.003  0.217   11.705   11.764   11.821   11.901
y_rep[987]      11.666   0.003  0.247   11.665   11.725   11.781   11.865
y_rep[988]      11.633   0.003  0.219   11.631   11.685   11.744   11.824
y_rep[989]      12.169   0.003  0.213   12.166   12.226   12.286   12.366
y_rep[990]      12.806   0.003  0.212   12.805   12.865   12.924   13.005
y_rep[991]      12.833   0.003  0.216   12.835   12.893   12.950   13.026
y_rep[992]      12.721   0.003  0.254   12.723   12.778   12.836   12.916
y_rep[993]      12.618   0.003  0.229   12.620   12.676   12.733   12.813
y_rep[994]      12.656   0.003  0.263   12.655   12.712   12.775   12.850
y_rep[995]      12.595   0.003  0.211   12.593   12.651   12.711   12.797
y_rep[996]      12.360   0.003  0.244   12.360   12.417   12.477   12.556
y_rep[997]      12.418   0.003  0.240   12.418   12.475   12.533   12.614
y_rep[998]      12.138   0.003  0.233   12.144   12.198   12.255   12.334
y_rep[999]      12.104   0.003  0.211   12.105   12.160   12.218   12.296
y_rep[1000]     12.279   0.003  0.214   12.279   12.337   12.395   12.481
y_rep[1001]     12.255   0.003  0.249   12.252   12.311   12.373   12.457
y_rep[1002]     11.836   0.003  0.212   11.834   11.892   11.949   12.036
y_rep[1003]     12.251   0.003  0.214   12.253   12.309   12.361   12.441
y_rep[1004]     12.023   0.003  0.216   12.023   12.080   12.137   12.212
y_rep[1005]     11.731   0.003  0.227   11.730   11.788   11.848   11.926
y_rep[1006]     11.731   0.004  0.271   11.729   11.787   11.848   11.926
y_rep[1007]     11.920   0.003  0.208   11.920   11.978   12.037   12.118
y_rep[1008]     11.614   0.003  0.228   11.613   11.671   11.730   11.806
y_rep[1009]     11.564   0.003  0.242   11.570   11.625   11.685   11.762
y_rep[1010]     11.466   0.003  0.209   11.464   11.522   11.577   11.660
y_rep[1011]     11.292   0.003  0.236   11.295   11.350   11.408   11.485
y_rep[1012]     10.551   0.004  0.274   10.547   10.603   10.665   10.748
y_rep[1013]     10.384   0.003  0.206   10.385   10.446   10.502   10.580
y_rep[1014]     10.431   0.003  0.213   10.432   10.490   10.550   10.633
y_rep[1015]     10.351   0.003  0.210   10.353   10.409   10.468   10.547
y_rep[1016]     10.273   0.003  0.211   10.272   10.330   10.390   10.469
y_rep[1017]     10.202   0.003  0.245   10.198   10.255   10.315   10.401
y_rep[1018]     10.273   0.003  0.220   10.273   10.331   10.390   10.469
y_rep[1019]     10.539   0.003  0.214   10.536   10.595   10.654   10.736
y_rep[1020]     10.784   0.003  0.212   10.783   10.841   10.901   10.987
y_rep[1021]     11.097   0.003  0.227   11.093   11.153   11.210   11.298
y_rep[1022]     11.074   0.003  0.241   11.077   11.132   11.190   11.273
y_rep[1023]     10.729   0.003  0.200   10.729   10.786   10.844   10.927
y_rep[1024]     10.797   0.003  0.215   10.795   10.853   10.918   11.001
y_rep[1025]     11.308   0.004  0.283   11.303   11.358   11.419   11.498
y_rep[1026]     10.704   0.003  0.235   10.702   10.759   10.819   10.897
y_rep[1027]     10.703   0.003  0.224   10.703   10.758   10.816   10.899
y_rep[1028]     10.525   0.003  0.253   10.524   10.582   10.640   10.721
y_rep[1029]     10.670   0.003  0.215   10.672   10.727   10.787   10.868
y_rep[1030]     10.574   0.003  0.217   10.572   10.629   10.690   10.770
y_rep[1031]     10.476   0.003  0.233   10.481   10.537   10.596   10.675
y_rep[1032]     10.571   0.003  0.200   10.574   10.631   10.687   10.762
y_rep[1033]     10.699   0.003  0.226   10.699   10.757   10.817   10.902
y_rep[1034]     10.766   0.007  0.526   10.772   10.829   10.886   10.971
y_rep[1035]     10.720   0.003  0.217   10.718   10.776   10.836   10.922
y_rep[1036]     10.653   0.003  0.224   10.650   10.707   10.767   10.848
y_rep[1037]     10.863   0.005  0.354   10.862   10.921   10.978   11.061
y_rep[1038]     11.292   0.003  0.219   11.291   11.348   11.409   11.493
y_rep[1039]     11.466   0.003  0.217   11.466   11.526   11.580   11.659
y_rep[1040]     11.452   0.003  0.225   11.454   11.511   11.570   11.652
y_rep[1041]     11.325   0.003  0.267   11.322   11.381   11.440   11.526
y_rep[1042]     10.928   0.003  0.213   10.927   10.985   11.046   11.130
y_rep[1043]     10.889   0.003  0.230   10.891   10.945   11.005   11.086
y_rep[1044]     10.735   0.003  0.207   10.738   10.794   10.851   10.932
y_rep[1045]     10.968   0.003  0.221   10.969   11.028   11.087   11.165
y_rep[1046]     10.811   0.003  0.230   10.811   10.868   10.927   11.006
y_rep[1047]     10.692   0.003  0.237   10.690   10.747   10.808   10.893
y_rep[1048]     10.675   0.003  0.218   10.672   10.729   10.786   10.870
y_rep[1049]     10.584   0.003  0.216   10.588   10.646   10.703   10.781
y_rep[1050]     10.584   0.003  0.207   10.584   10.646   10.704   10.786
y_rep[1051]     10.817   0.003  0.225   10.809   10.870   10.928   11.016
y_rep[1052]     10.578   0.003  0.245   10.577   10.634   10.695   10.770
y_rep[1053]     10.228   0.003  0.216   10.223   10.283   10.344   10.422
y_rep[1054]     10.161   0.003  0.269   10.162   10.218   10.276   10.352
y_rep[1055]     10.123   0.003  0.206   10.128   10.185   10.243   10.322
y_rep[1056]      9.875   0.003  0.227    9.874    9.933    9.991   10.078
y_rep[1057]     10.071   0.003  0.204   10.068   10.126   10.188   10.266
y_rep[1058]     10.054   0.003  0.223   10.050   10.109   10.167   10.247
y_rep[1059]      9.729   0.003  0.220    9.730    9.789    9.844    9.924
y_rep[1060]      9.402   0.003  0.209    9.404    9.461    9.518    9.599
y_rep[1061]      8.774   0.003  0.206    8.776    8.831    8.888    8.968
y_rep[1062]      8.614   0.003  0.262    8.618    8.675    8.732    8.814
y_rep[1063]      8.892   0.003  0.217    8.895    8.951    9.009    9.097
y_rep[1064]      9.218   0.003  0.273    9.222    9.276    9.337    9.419
y_rep[1065]      9.183   0.003  0.207    9.181    9.238    9.296    9.381
y_rep[1066]      8.730   0.003  0.234    8.732    8.793    8.852    8.930
y_rep[1067]      8.709   0.004  0.284    8.710    8.767    8.824    8.905
y_rep[1068]      9.451   0.003  0.231    9.453    9.509    9.572    9.652
y_rep[1069]      9.437   0.003  0.212    9.441    9.496    9.553    9.635
y_rep[1070]      9.528   0.003  0.210    9.529    9.587    9.641    9.722
y_rep[1071]      9.429   0.003  0.218    9.424    9.484    9.543    9.623
y_rep[1072]      8.972   0.003  0.205    8.970    9.026    9.087    9.168
y_rep[1073]      8.778   0.003  0.222    8.780    8.837    8.894    8.972
y_rep[1074]      8.964   0.003  0.236    8.970    9.026    9.082    9.162
y_rep[1075]      9.086   0.003  0.225    9.086    9.141    9.203    9.287
y_rep[1076]      9.466   0.003  0.240    9.469    9.522    9.586    9.670
y_rep[1077]      9.323   0.003  0.213    9.323    9.384    9.442    9.522
y_rep[1078]      9.067   0.003  0.225    9.062    9.122    9.178    9.262
y_rep[1079]      8.980   0.004  0.275    8.978    9.037    9.097    9.178
y_rep[1080]      8.640   0.003  0.216    8.641    8.697    8.752    8.837
y_rep[1081]      8.880   0.003  0.250    8.880    8.940    9.001    9.083
y_rep[1082]      8.874   0.003  0.209    8.874    8.932    8.988    9.067
y_rep[1083]      9.106   0.003  0.213    9.104    9.161    9.220    9.303
y_rep[1084]      9.115   0.003  0.238    9.114    9.171    9.230    9.311
y_rep[1085]      8.925   0.003  0.225    8.927    8.983    9.040    9.125
y_rep[1086]      8.851   0.003  0.217    8.853    8.911    8.966    9.048
y_rep[1087]      8.681   0.003  0.235    8.679    8.738    8.797    8.870
y_rep[1088]      8.558   0.003  0.255    8.559    8.616    8.677    8.755
y_rep[1089]      8.683   0.003  0.216    8.686    8.740    8.797    8.883
y_rep[1090]      8.472   0.003  0.214    8.472    8.528    8.587    8.662
y_rep[1091]      8.057   0.003  0.203    8.056    8.114    8.174    8.256
y_rep[1092]      7.774   0.003  0.223    7.774    7.831    7.889    7.976
y_rep[1093]      7.854   0.003  0.210    7.854    7.913    7.974    8.054
y_rep[1094]      7.793   0.003  0.213    7.792    7.852    7.910    7.989
y_rep[1095]      8.855   0.003  0.233    8.855    8.914    8.974    9.047
y_rep[1096]      8.995   0.003  0.223    8.997    9.052    9.110    9.185
y_rep[1097]      9.041   0.003  0.253    9.040    9.097    9.158    9.241
y_rep[1098]      8.900   0.003  0.220    8.898    8.955    9.016    9.089
y_rep[1099]      8.878   0.003  0.215    8.874    8.934    8.991    9.071
y_rep[1100]      8.767   0.003  0.209    8.763    8.821    8.881    8.968
y_rep[1101]      8.808   0.003  0.217    8.806    8.866    8.927    9.006
y_rep[1102]      8.758   0.003  0.218    8.760    8.815    8.872    8.955
y_rep[1103]      8.554   0.003  0.211    8.552    8.610    8.665    8.744
y_rep[1104]      8.567   0.003  0.227    8.567    8.622    8.681    8.765
y_rep[1105]      8.586   0.003  0.216    8.588    8.646    8.706    8.785
y_rep[1106]      8.407   0.003  0.207    8.410    8.467    8.523    8.596
y_rep[1107]      8.562   0.003  0.240    8.562    8.620    8.678    8.759
y_rep[1108]      8.401   0.003  0.249    8.396    8.455    8.518    8.604
y_rep[1109]      8.617   0.003  0.213    8.617    8.673    8.734    8.817
y_rep[1110]      9.002   0.003  0.209    9.000    9.058    9.117    9.197
y_rep[1111]      8.996   0.004  0.291    8.996    9.053    9.106    9.182
y_rep[1112]      8.770   0.003  0.229    8.769    8.826    8.883    8.964
y_rep[1113]      8.908   0.003  0.210    8.908    8.967    9.026    9.105
y_rep[1114]      8.823   0.003  0.227    8.827    8.879    8.938    9.017
y_rep[1115]      8.700   0.003  0.212    8.702    8.760    8.817    8.896
y_rep[1116]      8.910   0.003  0.243    8.911    8.968    9.025    9.111
y_rep[1117]      9.352   0.003  0.218    9.352    9.411    9.473    9.554
y_rep[1118]      8.558   0.003  0.214    8.560    8.617    8.674    8.750
y_rep[1119]      8.652   0.003  0.216    8.649    8.708    8.770    8.849
y_rep[1120]      8.447   0.003  0.217    8.444    8.501    8.561    8.644
y_rep[1121]      8.285   0.004  0.256    8.287    8.344    8.402    8.479
y_rep[1122]      8.680   0.003  0.228    8.679    8.737    8.798    8.885
y_rep[1123]      8.652   0.003  0.222    8.652    8.713    8.774    8.850
y_rep[1124]      8.528   0.003  0.207    8.528    8.585    8.646    8.723
y_rep[1125]      9.313   0.003  0.219    9.313    9.371    9.428    9.511
y_rep[1126]      9.279   0.003  0.204    9.283    9.338    9.390    9.469
y_rep[1127]      9.404   0.003  0.217    9.404    9.461    9.519    9.596
y_rep[1128]      9.353   0.003  0.218    9.352    9.410    9.468    9.553
y_rep[1129]      9.475   0.003  0.221    9.475    9.531    9.588    9.668
y_rep[1130]      9.488   0.003  0.226    9.487    9.544    9.602    9.679
y_rep[1131]      9.582   0.003  0.233    9.582    9.639    9.699    9.775
y_rep[1132]      9.406   0.003  0.226    9.406    9.462    9.520    9.608
y_rep[1133]      9.043   0.003  0.224    9.044    9.101    9.158    9.232
y_rep[1134]      9.084   0.004  0.300    9.081    9.142    9.200    9.289
y_rep[1135]      9.440   0.003  0.250    9.441    9.498    9.555    9.638
y_rep[1136]      9.488   0.003  0.228    9.485    9.543    9.600    9.687
y_rep[1137]      9.586   0.003  0.216    9.588    9.646    9.703    9.782
y_rep[1138]      9.536   0.003  0.232    9.539    9.596    9.655    9.732
y_rep[1139]      9.502   0.003  0.221    9.500    9.558    9.617    9.701
y_rep[1140]      9.366   0.003  0.220    9.363    9.420    9.478    9.566
y_rep[1141]      9.308   0.003  0.240    9.309    9.368    9.428    9.504
y_rep[1142]      9.202   0.003  0.213    9.201    9.263    9.322    9.401
y_rep[1143]      9.249   0.003  0.261    9.252    9.308    9.366    9.448
y_rep[1144]      9.282   0.003  0.220    9.284    9.339    9.398    9.478
y_rep[1145]      9.966   0.003  0.218    9.965   10.023   10.080   10.157
y_rep[1146]      9.874   0.003  0.238    9.875    9.931    9.991   10.072
y_rep[1147]     10.419   0.003  0.222   10.415   10.473   10.535   10.615
y_rep[1148]     10.005   0.003  0.216   10.007   10.063   10.119   10.205
y_rep[1149]     10.643   0.003  0.202   10.642   10.702   10.756   10.838
y_rep[1150]     10.401   0.003  0.226   10.405   10.459   10.515   10.597
y_rep[1151]     10.378   0.003  0.221   10.382   10.437   10.498   10.580
y_rep[1152]     10.316   0.003  0.208   10.318   10.373   10.431   10.511
y_rep[1153]     10.225   0.003  0.228   10.224   10.282   10.338   10.420
y_rep[1154]     10.506   0.003  0.201   10.507   10.566   10.623   10.701
y_rep[1155]     11.999   0.003  0.242   11.995   12.053   12.113   12.202
y_rep[1156]     11.226   0.003  0.221   11.225   11.280   11.343   11.428
y_rep[1157]     11.048   0.003  0.246   11.045   11.102   11.161   11.246
y_rep[1158]     11.173   0.003  0.234   11.172   11.229   11.288   11.375
y_rep[1159]     11.049   0.003  0.217   11.046   11.102   11.161   11.249
y_rep[1160]     10.982   0.003  0.225   10.981   11.042   11.104   11.175
y_rep[1161]     11.127   0.003  0.229   11.125   11.181   11.238   11.318
y_rep[1162]     10.966   0.003  0.205   10.964   11.020   11.076   11.159
y_rep[1163]     10.906   0.003  0.210   10.908   10.968   11.025   11.107
y_rep[1164]     10.991   0.003  0.216   10.989   11.046   11.104   11.187
y_rep[1165]     11.044   0.003  0.216   11.046   11.104   11.163   11.238
y_rep[1166]     11.048   0.006  0.432   11.041   11.097   11.158   11.235
y_rep[1167]     11.204   0.003  0.222   11.205   11.260   11.316   11.396
y_rep[1168]     10.854   0.003  0.227   10.854   10.909   10.969   11.048
y_rep[1169]     10.679   0.003  0.217   10.678   10.735   10.794   10.869
y_rep[1170]     10.567   0.003  0.215   10.560   10.619   10.680   10.766
y_rep[1171]     10.368   0.003  0.237   10.369   10.429   10.487   10.558
y_rep[1172]      9.944   0.003  0.211    9.947   10.003   10.060   10.137
y_rep[1173]     10.258   0.003  0.228   10.257   10.312   10.375   10.457
y_rep[1174]     10.149   0.003  0.218   10.151   10.209   10.268   10.348
y_rep[1175]     10.129   0.003  0.227   10.127   10.183   10.241   10.321
y_rep[1176]     10.193   0.003  0.216   10.192   10.251   10.309   10.389
y_rep[1177]      9.998   0.003  0.230    9.995   10.053   10.113   10.194
y_rep[1178]      9.468   0.003  0.217    9.468    9.525    9.584    9.664
y_rep[1179]      9.627   0.003  0.212    9.627    9.681    9.742    9.822
y_rep[1180]      9.713   0.003  0.218    9.713    9.771    9.832    9.913
y_rep[1181]      9.635   0.003  0.215    9.630    9.687    9.749    9.831
y_rep[1182]      9.572   0.003  0.262    9.570    9.626    9.687    9.762
y_rep[1183]      9.495   0.003  0.224    9.494    9.552    9.610    9.691
y_rep[1184]      9.970   0.003  0.215    9.969   10.027   10.085   10.160
y_rep[1185]     10.059   0.003  0.237   10.058   10.116   10.175   10.258
y_rep[1186]      9.936   0.003  0.227    9.934    9.993   10.051   10.126
y_rep[1187]      9.717   0.003  0.226    9.717    9.774    9.832    9.910
y_rep[1188]     10.213   0.003  0.220   10.213   10.271   10.333   10.418
y_rep[1189]     10.296   0.003  0.250   10.295   10.354   10.412   10.493
y_rep[1190]     10.060   0.003  0.227   10.063   10.119   10.178   10.262
y_rep[1191]     10.194   0.003  0.237   10.196   10.250   10.311   10.393
y_rep[1192]     10.023   0.005  0.384   10.025   10.084   10.141   10.223
y_rep[1193]     10.302   0.003  0.207   10.303   10.360   10.415   10.498
y_rep[1194]     10.443   0.003  0.212   10.446   10.501   10.565   10.643
y_rep[1195]     10.216   0.003  0.232   10.217   10.271   10.330   10.413
y_rep[1196]     11.373   0.003  0.231   11.377   11.436   11.492   11.572
y_rep[1197]     11.513   0.003  0.235   11.517   11.573   11.633   11.713
y_rep[1198]     11.304   0.003  0.207   11.302   11.359   11.416   11.501
y_rep[1199]     11.388   0.003  0.218   11.387   11.446   11.503   11.583
y_rep[1200]     11.488   0.003  0.242   11.491   11.547   11.607   11.691
y_rep[1201]     11.285   0.003  0.253   11.284   11.342   11.403   11.489
y_rep[1202]     11.108   0.003  0.233   11.106   11.163   11.223   11.304
y_rep[1203]     11.219   0.003  0.206   11.219   11.275   11.335   11.412
y_rep[1204]     11.022   0.003  0.214   11.021   11.079   11.140   11.221
y_rep[1205]     11.006   0.003  0.232   11.006   11.064   11.124   11.202
y_rep[1206]     11.056   0.003  0.194   11.055   11.110   11.171   11.247
y_rep[1207]     10.906   0.003  0.220   10.907   10.964   11.020   11.105
y_rep[1208]     10.863   0.005  0.352   10.861   10.917   10.974   11.058
y_rep[1209]     11.005   0.003  0.212   11.004   11.064   11.120   11.196
y_rep[1210]     10.958   0.003  0.201   10.957   11.014   11.074   11.152
y_rep[1211]     10.539   0.002  0.194   10.540   10.595   10.652   10.728
y_rep[1212]     10.644   0.003  0.200   10.645   10.704   10.761   10.841
y_rep[1213]     10.589   0.003  0.212   10.591   10.648   10.704   10.788
y_rep[1214]     10.579   0.003  0.222   10.577   10.635   10.694   10.777
y_rep[1215]     11.091   0.003  0.213   11.093   11.152   11.209   11.291
y_rep[1216]     11.063   0.003  0.222   11.061   11.119   11.177   11.254
y_rep[1217]     10.736   0.005  0.371   10.739   10.796   10.853   10.935
y_rep[1218]     10.691   0.003  0.207   10.695   10.751   10.809   10.886
y_rep[1219]      9.840   0.003  0.239    9.834    9.896    9.957   10.033
y_rep[1220]      9.528   0.003  0.248    9.530    9.587    9.643    9.722
y_rep[1221]     10.021   0.003  0.226   10.020   10.079   10.136   10.216
y_rep[1222]     10.426   0.003  0.226   10.429   10.485   10.546   10.625
y_rep[1223]      9.823   0.003  0.216    9.822    9.882    9.943   10.020
y_rep[1224]     10.016   0.003  0.218   10.017   10.073   10.132   10.212
y_rep[1225]      9.841   0.003  0.229    9.842    9.903    9.960   10.042
y_rep[1226]      9.917   0.003  0.205    9.917    9.973   10.031   10.118
y_rep[1227]     10.244   0.003  0.232   10.240   10.298   10.360   10.442
y_rep[1228]     10.267   0.003  0.223   10.271   10.328   10.388   10.468
y_rep[1229]     10.053   0.003  0.211   10.052   10.108   10.167   10.244
y_rep[1230]      9.933   0.003  0.221    9.933    9.993   10.050   10.130
y_rep[1231]      9.738   0.003  0.214    9.736    9.793    9.852    9.932
y_rep[1232]      9.694   0.003  0.231    9.696    9.750    9.807    9.881
y_rep[1233]      9.563   0.003  0.213    9.566    9.623    9.679    9.758
y_rep[1234]      9.535   0.003  0.213    9.533    9.592    9.648    9.730
y_rep[1235]      9.436   0.002  0.190    9.436    9.492    9.553    9.627
y_rep[1236]      9.247   0.003  0.228    9.245    9.299    9.358    9.435
y_rep[1237]      9.359   0.003  0.199    9.359    9.414    9.476    9.555
y_rep[1238]      9.073   0.003  0.222    9.073    9.133    9.192    9.275
y_rep[1239]      9.297   0.003  0.212    9.300    9.356    9.411    9.488
y_rep[1240]      9.095   0.003  0.205    9.093    9.150    9.207    9.288
y_rep[1241]      9.060   0.003  0.215    9.059    9.114    9.180    9.259
y_rep[1242]      9.238   0.003  0.233    9.238    9.293    9.350    9.428
y_rep[1243]      9.273   0.003  0.214    9.277    9.331    9.385    9.466
y_rep[1244]      8.997   0.003  0.204    8.992    9.052    9.114    9.192
y_rep[1245]      8.869   0.006  0.463    8.861    8.921    8.979    9.067
y_rep[1246]      9.076   0.003  0.214    9.076    9.133    9.193    9.272
y_rep[1247]      8.967   0.003  0.218    8.968    9.024    9.083    9.166
y_rep[1248]      8.754   0.003  0.237    8.752    8.811    8.873    8.949
y_rep[1249]      8.678   0.003  0.231    8.680    8.736    8.793    8.874
y_rep[1250]      8.443   0.003  0.208    8.445    8.504    8.562    8.638
y_rep[1251]      8.279   0.003  0.237    8.282    8.339    8.397    8.476
y_rep[1252]      8.292   0.003  0.231    8.291    8.350    8.410    8.490
y_rep[1253]      8.220   0.003  0.224    8.219    8.277    8.335    8.416
y_rep[1254]      8.422   0.003  0.228    8.420    8.477    8.536    8.617
y_rep[1255]      8.254   0.003  0.208    8.252    8.305    8.362    8.445
y_rep[1256]      8.294   0.003  0.209    8.296    8.353    8.409    8.486
y_rep[1257]      9.390   0.003  0.224    9.393    9.448    9.502    9.582
y_rep[1258]      9.570   0.003  0.199    9.566    9.624    9.683    9.766
y_rep[1259]      9.371   0.003  0.211    9.368    9.427    9.486    9.561
y_rep[1260]      9.467   0.003  0.205    9.467    9.523    9.583    9.661
y_rep[1261]      9.216   0.003  0.230    9.216    9.272    9.329    9.413
y_rep[1262]      8.791   0.003  0.232    8.792    8.848    8.905    8.983
y_rep[1263]      9.053   0.002  0.195    9.056    9.113    9.170    9.246
y_rep[1264]      9.338   0.003  0.235    9.339    9.396    9.459    9.543
y_rep[1265]      9.035   0.003  0.246    9.036    9.091    9.151    9.234
y_rep[1266]      8.849   0.003  0.202    8.846    8.907    8.967    9.048
y_rep[1267]      8.948   0.003  0.210    8.948    9.005    9.063    9.145
y_rep[1268]      8.851   0.003  0.225    8.853    8.912    8.970    9.050
y_rep[1269]      8.864   0.003  0.206    8.866    8.922    8.982    9.057
y_rep[1270]      9.079   0.003  0.218    9.079    9.138    9.195    9.270
y_rep[1271]      9.132   0.003  0.207    9.133    9.191    9.248    9.323
y_rep[1272]      9.163   0.003  0.221    9.162    9.219    9.278    9.362
y_rep[1273]      9.252   0.003  0.226    9.253    9.311    9.373    9.448
y_rep[1274]      9.391   0.003  0.216    9.388    9.448    9.507    9.590
y_rep[1275]      9.337   0.003  0.225    9.339    9.399    9.455    9.530
y_rep[1276]      9.382   0.003  0.215    9.381    9.438    9.497    9.583
y_rep[1277]      9.272   0.003  0.226    9.270    9.329    9.390    9.476
y_rep[1278]      9.217   0.003  0.210    9.219    9.278    9.337    9.417
y_rep[1279]      9.106   0.003  0.212    9.102    9.158    9.220    9.304
y_rep[1280]      8.674   0.003  0.226    8.673    8.731    8.789    8.867
y_rep[1281]      8.532   0.003  0.250    8.533    8.591    8.647    8.727
y_rep[1282]      8.866   0.003  0.237    8.865    8.919    8.979    9.062
y_rep[1283]      8.586   0.003  0.226    8.591    8.646    8.701    8.784
y_rep[1284]      8.450   0.003  0.238    8.448    8.506    8.562    8.641
y_rep[1285]      8.585   0.003  0.222    8.586    8.641    8.699    8.779
y_rep[1286]      8.216   0.003  0.251    8.216    8.272    8.331    8.408
y_rep[1287]      8.014   0.003  0.208    8.014    8.072    8.129    8.209
y_rep[1288]      9.185   0.003  0.265    9.180    9.240    9.297    9.377
y_rep[1289]      8.959   0.003  0.221    8.960    9.018    9.073    9.152
y_rep[1290]      8.916   0.003  0.225    8.918    8.974    9.036    9.121
y_rep[1291]      8.992   0.003  0.216    8.992    9.049    9.107    9.187
y_rep[1292]      8.831   0.003  0.241    8.831    8.890    8.950    9.028
y_rep[1293]      8.507   0.003  0.208    8.510    8.566    8.622    8.700
y_rep[1294]      8.450   0.003  0.228    8.448    8.507    8.568    8.647
y_rep[1295]      8.333   0.003  0.246    8.335    8.391    8.450    8.532
y_rep[1296]      8.165   0.003  0.224    8.170    8.226    8.290    8.370
y_rep[1297]      8.101   0.003  0.228    8.105    8.161    8.216    8.291
y_rep[1298]      8.097   0.003  0.243    8.095    8.149    8.210    8.298
y_rep[1299]      7.787   0.003  0.212    7.790    7.845    7.902    7.986
y_rep[1300]      7.987   0.003  0.221    7.987    8.045    8.101    8.177
y_rep[1301]      7.704   0.003  0.225    7.703    7.760    7.817    7.902
y_rep[1302]      7.881   0.003  0.209    7.878    7.933    7.993    8.073
y_rep[1303]      7.903   0.003  0.218    7.906    7.963    8.019    8.097
y_rep[1304]      7.930   0.003  0.210    7.927    7.984    8.042    8.123
y_rep[1305]      7.938   0.003  0.236    7.934    7.991    8.050    8.140
y_rep[1306]      8.266   0.004  0.302    8.266    8.327    8.387    8.465
y_rep[1307]      8.075   0.003  0.216    8.071    8.130    8.192    8.267
y_rep[1308]      8.007   0.003  0.216    8.009    8.065    8.122    8.204
y_rep[1309]      8.038   0.003  0.240    8.037    8.093    8.151    8.238
y_rep[1310]      8.312   0.003  0.223    8.310    8.366    8.427    8.505
y_rep[1311]      7.813   0.003  0.210    7.813    7.872    7.930    8.013
y_rep[1312]      8.395   0.003  0.215    8.392    8.451    8.509    8.593
y_rep[1313]      8.282   0.003  0.215    8.281    8.338    8.400    8.482
y_rep[1314]      8.392   0.003  0.218    8.395    8.450    8.509    8.586
y_rep[1315]      8.307   0.004  0.286    8.307    8.365    8.425    8.506
y_rep[1316]      8.228   0.003  0.221    8.227    8.284    8.343    8.426
y_rep[1317]      8.426   0.003  0.241    8.426    8.485    8.541    8.620
y_rep[1318]      8.423   0.003  0.203    8.426    8.481    8.538    8.614
y_rep[1319]      9.489   0.003  0.211    9.488    9.546    9.606    9.686
y_rep[1320]      9.697   0.003  0.211    9.696    9.752    9.813    9.896
y_rep[1321]      9.539   0.003  0.245    9.541    9.598    9.654    9.729
y_rep[1322]      9.635   0.003  0.244    9.636    9.693    9.754    9.833
y_rep[1323]      9.525   0.003  0.224    9.529    9.585    9.644    9.722
y_rep[1324]      9.592   0.003  0.233    9.591    9.650    9.707    9.784
y_rep[1325]     10.051   0.003  0.253   10.050   10.110   10.168   10.256
y_rep[1326]      9.757   0.003  0.222    9.756    9.813    9.874    9.949
y_rep[1327]      9.643   0.003  0.231    9.646    9.703    9.761    9.836
y_rep[1328]      9.623   0.003  0.204    9.623    9.679    9.739    9.827
y_rep[1329]      9.503   0.003  0.200    9.501    9.559    9.617    9.701
y_rep[1330]      9.702   0.003  0.225    9.702    9.758    9.815    9.900
y_rep[1331]     10.031   0.003  0.202   10.029   10.085   10.146   10.228
y_rep[1332]      9.816   0.003  0.227    9.815    9.875    9.934   10.011
y_rep[1333]      9.650   0.003  0.211    9.652    9.709    9.769    9.847
y_rep[1334]      9.596   0.003  0.211    9.598    9.651    9.708    9.795
y_rep[1335]      9.447   0.003  0.213    9.448    9.504    9.563    9.643
y_rep[1336]      9.844   0.003  0.235    9.843    9.897    9.958   10.044
y_rep[1337]      9.921   0.003  0.221    9.917    9.976   10.038   10.126
y_rep[1338]      9.632   0.003  0.213    9.631    9.690    9.752    9.830
y_rep[1339]      9.623   0.003  0.229    9.621    9.678    9.738    9.816
y_rep[1340]      9.686   0.005  0.401    9.692    9.752    9.809    9.889
y_rep[1341]      9.732   0.003  0.231    9.734    9.793    9.853    9.940
y_rep[1342]      9.910   0.003  0.235    9.911    9.968   10.026   10.107
y_rep[1343]      9.893   0.003  0.243    9.890    9.948   10.004   10.088
y_rep[1344]      9.935   0.003  0.202    9.934    9.992   10.050   10.131
y_rep[1345]      9.758   0.003  0.211    9.757    9.816    9.872    9.949
y_rep[1346]      9.796   0.003  0.220    9.794    9.854    9.911    9.989
y_rep[1347]      9.665   0.003  0.237    9.666    9.724    9.783    9.865
y_rep[1348]      9.611   0.003  0.225    9.611    9.668    9.725    9.805
y_rep[1349]      9.507   0.003  0.214    9.505    9.563    9.623    9.706
y_rep[1350]      9.694   0.003  0.234    9.690    9.750    9.808    9.886
y_rep[1351]      9.753   0.003  0.219    9.756    9.813    9.872    9.956
y_rep[1352]      9.711   0.003  0.228    9.710    9.768    9.825    9.904
y_rep[1353]      9.976   0.003  0.212    9.976   10.033   10.090   10.169
y_rep[1354]      9.865   0.003  0.226    9.867    9.923    9.982   10.067
y_rep[1355]      9.726   0.003  0.215    9.727    9.785    9.847    9.920
y_rep[1356]      9.756   0.003  0.200    9.756    9.813    9.871    9.950
y_rep[1357]      9.900   0.003  0.205    9.899    9.957   10.014   10.096
y_rep[1358]      9.835   0.008  0.641    9.827    9.882    9.945   10.024
y_rep[1359]      9.371   0.003  0.229    9.372    9.427    9.489    9.569
y_rep[1360]      9.229   0.003  0.208    9.230    9.288    9.346    9.423
y_rep[1361]      8.773   0.003  0.264    8.769    8.829    8.885    8.967
y_rep[1362]      8.684   0.003  0.236    8.682    8.739    8.801    8.882
y_rep[1363]      8.723   0.003  0.246    8.730    8.787    8.843    8.918
y_rep[1364]      8.497   0.003  0.213    8.496    8.555    8.613    8.698
y_rep[1365]      8.541   0.003  0.228    8.541    8.597    8.655    8.735
y_rep[1366]      8.066   0.003  0.249    8.067    8.123    8.180    8.258
y_rep[1367]      8.172   0.003  0.220    8.172    8.227    8.286    8.373
y_rep[1368]      7.888   0.003  0.238    7.890    7.948    8.011    8.094
y_rep[1369]      7.926   0.003  0.206    7.927    7.984    8.045    8.127
y_rep[1370]      7.722   0.003  0.254    7.721    7.780    7.838    7.917
y_rep[1371]      7.542   0.003  0.256    7.542    7.600    7.662    7.743
y_rep[1372]      8.021   0.003  0.211    8.020    8.078    8.141    8.217
y_rep[1373]      8.297   0.003  0.204    8.296    8.355    8.410    8.488
y_rep[1374]      7.994   0.003  0.214    7.995    8.051    8.107    8.191
y_rep[1375]      7.877   0.003  0.207    7.879    7.938    7.992    8.073
y_rep[1376]      7.774   0.003  0.209    7.773    7.829    7.890    7.967
y_rep[1377]      7.671   0.003  0.221    7.672    7.729    7.787    7.865
y_rep[1378]      7.757   0.003  0.213    7.759    7.813    7.871    7.950
y_rep[1379]      7.810   0.003  0.211    7.810    7.868    7.926    8.004
y_rep[1380]      7.482   0.003  0.207    7.480    7.539    7.594    7.668
y_rep[1381]      7.836   0.003  0.219    7.839    7.896    7.949    8.030
y_rep[1382]      8.137   0.003  0.232    8.132    8.191    8.249    8.327
y_rep[1383]      8.018   0.003  0.219    8.019    8.078    8.138    8.212
y_rep[1384]      8.461   0.003  0.214    8.462    8.520    8.577    8.652
y_rep[1385]      8.631   0.003  0.244    8.632    8.686    8.743    8.826
y_rep[1386]      8.435   0.003  0.208    8.433    8.491    8.550    8.636
y_rep[1387]      8.491   0.003  0.269    8.491    8.548    8.606    8.694
y_rep[1388]      8.412   0.003  0.240    8.414    8.473    8.531    8.608
y_rep[1389]      8.301   0.003  0.220    8.298    8.355    8.413    8.496
y_rep[1390]      8.374   0.003  0.212    8.376    8.433    8.488    8.564
y_rep[1391]      8.348   0.003  0.221    8.347    8.404    8.467    8.549
y_rep[1392]      8.256   0.003  0.226    8.254    8.311    8.373    8.457
y_rep[1393]      8.243   0.003  0.225    8.241    8.298    8.357    8.439
y_rep[1394]      8.118   0.003  0.223    8.121    8.178    8.235    8.314
y_rep[1395]      7.853   0.003  0.232    7.852    7.909    7.966    8.045
y_rep[1396]      8.244   0.003  0.205    8.245    8.303    8.357    8.440
y_rep[1397]      8.115   0.003  0.243    8.113    8.169    8.229    8.307
y_rep[1398]      8.780   0.003  0.217    8.781    8.840    8.894    8.980
y_rep[1399]      9.807   0.003  0.226    9.807    9.864    9.926   10.005
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y_rep[1401]      9.561   0.003  0.213    9.562    9.618    9.680    9.757
y_rep[1402]      9.823   0.003  0.200    9.827    9.882    9.941   10.019
y_rep[1403]     10.000   0.003  0.219   10.002   10.059   10.118   10.194
y_rep[1404]      9.881   0.003  0.206    9.880    9.939    9.999   10.081
y_rep[1405]      9.764   0.003  0.209    9.766    9.823    9.880    9.964
y_rep[1406]      9.790   0.003  0.210    9.792    9.849    9.908    9.988
y_rep[1407]      9.660   0.003  0.228    9.658    9.717    9.777    9.858
y_rep[1408]      9.758   0.003  0.210    9.758    9.815    9.875    9.956
y_rep[1409]     10.018   0.003  0.223   10.020   10.076   10.136   10.220
y_rep[1410]      9.961   0.003  0.215    9.961   10.020   10.074   10.155
y_rep[1411]     10.214   0.003  0.218   10.219   10.272   10.333   10.404
y_rep[1412]     10.111   0.003  0.231   10.111   10.168   10.226   10.309
y_rep[1413]     10.208   0.003  0.205   10.210   10.268   10.328   10.405
y_rep[1414]     10.898   0.003  0.218   10.900   10.960   11.018   11.093
y_rep[1415]     13.588   0.003  0.223   13.594   13.652   13.713   13.791
y_rep[1416]     13.286   0.003  0.220   13.283   13.343   13.401   13.481
y_rep[1417]     13.653   0.003  0.217   13.649   13.709   13.767   13.848
y_rep[1418]     13.767   0.004  0.315   13.764   13.825   13.887   13.966
y_rep[1419]     13.994   0.003  0.213   13.994   14.049   14.107   14.190
y_rep[1420]     14.736   0.003  0.214   14.739   14.795   14.854   14.933
y_rep[1421]     14.631   0.003  0.222   14.629   14.686   14.744   14.822
y_rep[1422]     14.509   0.003  0.208   14.510   14.569   14.629   14.708
y_rep[1423]     15.066   0.003  0.199   15.064   15.118   15.176   15.258
y_rep[1424]     18.493   0.003  0.210   18.495   18.554   18.611   18.688
y_rep[1425]     17.949   0.003  0.202   17.950   18.008   18.069   18.148
y_rep[1426]     17.275   0.003  0.207   17.273   17.330   17.389   17.468
y_rep[1427]     17.957   0.003  0.210   17.960   18.020   18.082   18.162
y_rep[1428]     18.029   0.004  0.280   18.031   18.091   18.151   18.230
y_rep[1429]     17.629   0.003  0.222   17.629   17.686   17.744   17.821
y_rep[1430]     17.791   0.003  0.203   17.792   17.851   17.905   17.981
y_rep[1431]     18.546   0.003  0.207   18.544   18.603   18.664   18.742
y_rep[1432]     18.514   0.003  0.235   18.513   18.569   18.628   18.713
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y_rep[1434]     18.395   0.003  0.224   18.398   18.455   18.512   18.589
y_rep[1435]     18.436   0.004  0.292   18.433   18.490   18.551   18.626
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y_rep[1437]     18.268   0.003  0.230   18.264   18.325   18.383   18.465
y_rep[1438]     17.822   0.004  0.315   17.831   17.888   17.944   18.021
y_rep[1439]     18.180   0.004  0.301   18.177   18.235   18.297   18.374
y_rep[1440]     17.768   0.003  0.218   17.769   17.825   17.885   17.968
y_rep[1441]     17.658   0.003  0.210   17.659   17.712   17.771   17.856
y_rep[1442]     16.981   0.003  0.212   16.978   17.039   17.098   17.180
y_rep[1443]     16.860   0.003  0.226   16.861   16.922   16.986   17.067
y_rep[1444]     16.983   0.003  0.229   16.982   17.038   17.101   17.183
y_rep[1445]     16.870   0.003  0.225   16.870   16.930   16.987   17.067
y_rep[1446]     15.854   0.003  0.210   15.858   15.912   15.971   16.052
y_rep[1447]     14.555   0.003  0.222   14.557   14.616   14.675   14.751
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y_rep[1450]     13.476   0.003  0.251   13.477   13.535   13.593   13.672
y_rep[1451]     14.970   0.003  0.219   14.969   15.030   15.090   15.167
y_rep[1452]     14.709   0.004  0.283   14.714   14.768   14.827   14.912
y_rep[1453]     15.505   0.003  0.243   15.507   15.562   15.620   15.698
y_rep[1454]     15.425   0.003  0.229   15.428   15.487   15.547   15.628
y_rep[1455]     15.528   0.004  0.284   15.530   15.589   15.647   15.729
y_rep[1456]     15.945   0.003  0.212   15.946   16.005   16.060   16.142
y_rep[1457]     16.249   0.003  0.206   16.248   16.306   16.364   16.440
y_rep[1458]     15.804   0.003  0.208   15.803   15.861   15.920   16.000
y_rep[1459]     16.094   0.003  0.215   16.094   16.150   16.208   16.290
y_rep[1460]     16.285   0.003  0.217   16.287   16.345   16.401   16.483
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log_lik[2]      -2.785   0.001  0.091   -2.781   -2.745   -2.707   -2.670
log_lik[3]      -1.631   0.001  0.092   -1.630   -1.591   -1.554   -1.511
log_lik[4]      -0.832   0.001  0.092   -0.833   -0.792   -0.755   -0.712
log_lik[5]      -0.116   0.003  0.180   -0.118   -0.033    0.037    0.119
log_lik[6]      -0.225   0.001  0.109   -0.224   -0.177   -0.132   -0.086
log_lik[7]       0.568   0.002  0.132    0.574    0.633    0.682    0.733
log_lik[8]      -1.871   0.003  0.173   -1.872   -1.795   -1.725   -1.648
log_lik[9]      -0.411   0.001  0.091   -0.412   -0.372   -0.334   -0.293
log_lik[10]      0.660   0.001  0.078    0.663    0.696    0.727    0.760
log_lik[11]      0.809   0.001  0.069    0.811    0.841    0.867    0.896
log_lik[12]      1.130   0.000  0.033    1.131    1.145    1.157    1.172
log_lik[13]     -0.463   0.001  0.106   -0.462   -0.418   -0.377   -0.327
log_lik[14]      0.318   0.001  0.096    0.319    0.361    0.399    0.441
log_lik[15]     -0.246   0.003  0.209   -0.246   -0.150   -0.066    0.028
log_lik[16]      0.986   0.001  0.047    0.987    1.008    1.027    1.046
log_lik[17]      1.126   0.001  0.035    1.127    1.142    1.155    1.169
log_lik[18]      0.331   0.001  0.097    0.333    0.375    0.414    0.456
log_lik[19]      0.104   0.001  0.088    0.104    0.143    0.178    0.218
log_lik[20]      0.941   0.001  0.061    0.944    0.970    0.993    1.017
log_lik[21]     -1.677   0.001  0.081   -1.677   -1.641   -1.608   -1.572
log_lik[22]      1.094   0.000  0.034    1.095    1.109    1.123    1.137
log_lik[23]     -1.607   0.001  0.084   -1.607   -1.571   -1.535   -1.498
log_lik[24]      1.106   0.000  0.035    1.107    1.122    1.135    1.150
log_lik[25]      0.060   0.001  0.083    0.061    0.096    0.130    0.167
log_lik[26]      0.715   0.001  0.083    0.718    0.754    0.786    0.819
log_lik[27]     -0.597   0.001  0.101   -0.596   -0.553   -0.512   -0.467
log_lik[28]      0.377   0.002  0.121    0.381    0.433    0.479    0.530
log_lik[29]      0.101   0.001  0.068    0.103    0.132    0.158    0.188
log_lik[30]     -0.502   0.001  0.089   -0.502   -0.461   -0.425   -0.387
log_lik[31]      1.119   0.000  0.034    1.120    1.134    1.148    1.162
log_lik[32]      1.024   0.001  0.048    1.025    1.047    1.065    1.083
log_lik[33]      1.137   0.000  0.030    1.137    1.150    1.162    1.176
log_lik[34]      0.033   0.001  0.057    0.033    0.059    0.082    0.105
log_lik[35]      1.045   0.001  0.073    1.054    1.083    1.107    1.129
log_lik[36]     -0.722   0.001  0.070   -0.722   -0.691   -0.663   -0.633
log_lik[37]      0.894   0.001  0.055    0.896    0.920    0.941    0.965
log_lik[38]     -2.600   0.002  0.155   -2.601   -2.534   -2.469   -2.399
log_lik[39]      0.378   0.001  0.060    0.379    0.406    0.429    0.454
log_lik[40]      1.120   0.000  0.032    1.120    1.134    1.147    1.160
log_lik[41]      1.124   0.000  0.031    1.125    1.138    1.150    1.163
log_lik[42]      0.995   0.001  0.041    0.996    1.014    1.030    1.048
log_lik[43]     -1.760   0.001  0.067   -1.760   -1.730   -1.703   -1.673
log_lik[44]      0.805   0.001  0.068    0.807    0.837    0.863    0.890
log_lik[45]     -0.071   0.001  0.074   -0.070   -0.038   -0.008    0.023
log_lik[46]     -0.024   0.001  0.085   -0.023    0.015    0.048    0.085
log_lik[47]     -0.101   0.001  0.089   -0.102   -0.064   -0.027    0.014
log_lik[48]      1.136   0.000  0.030    1.136    1.149    1.161    1.174
log_lik[49]     -1.639   0.001  0.092   -1.640   -1.599   -1.562   -1.520
log_lik[50]      0.614   0.001  0.077    0.616    0.650    0.680    0.711
log_lik[51]      0.014   0.001  0.094    0.014    0.056    0.095    0.134
log_lik[52]     -0.367   0.001  0.096   -0.368   -0.326   -0.286   -0.241
log_lik[53]      0.928   0.000  0.036    0.928    0.944    0.958    0.974
log_lik[54]      0.524   0.001  0.052    0.525    0.547    0.568    0.592
log_lik[55]      0.816   0.001  0.068    0.818    0.848    0.875    0.902
log_lik[56]      0.570   0.001  0.047    0.570    0.591    0.610    0.631
log_lik[57]     -0.597   0.001  0.092   -0.598   -0.557   -0.519   -0.477
log_lik[58]     -0.190   0.001  0.064   -0.189   -0.161   -0.135   -0.107
log_lik[59]      0.221   0.001  0.061    0.221    0.249    0.274    0.299
log_lik[60]      0.797   0.001  0.041    0.797    0.816    0.832    0.849
log_lik[61]      0.785   0.002  0.135    0.794    0.852    0.902    0.949
log_lik[62]     -0.240   0.001  0.062   -0.240   -0.212   -0.186   -0.159
log_lik[63]     -0.488   0.001  0.069   -0.488   -0.457   -0.428   -0.398
log_lik[64]     -0.007   0.001  0.060   -0.007    0.019    0.045    0.070
log_lik[65]      0.232   0.001  0.064    0.234    0.262    0.286    0.312
log_lik[66]     -0.852   0.001  0.063   -0.853   -0.825   -0.798   -0.771
log_lik[67]      0.557   0.001  0.044    0.557    0.577    0.594    0.613
log_lik[68]      1.084   0.000  0.032    1.084    1.099    1.111    1.125
log_lik[69]      1.098   0.001  0.036    1.099    1.115    1.129    1.145
log_lik[70]     -0.871   0.001  0.076   -0.872   -0.838   -0.807   -0.773
log_lik[71]      0.695   0.001  0.060    0.697    0.724    0.746    0.770
log_lik[72]      0.480   0.001  0.090    0.482    0.522    0.557    0.593
log_lik[73]      0.526   0.001  0.042    0.527    0.545    0.562    0.580
log_lik[74]     -0.059   0.001  0.051   -0.058   -0.036   -0.016    0.006
log_lik[75]     -1.641   0.001  0.064   -1.640   -1.611   -1.587   -1.559
log_lik[76]      0.872   0.001  0.046    0.873    0.893    0.911    0.931
log_lik[77]      0.793   0.000  0.033    0.795    0.809    0.822    0.836
log_lik[78]      1.038   0.000  0.030    1.038    1.052    1.064    1.077
log_lik[79]      0.216   0.001  0.052    0.217    0.240    0.259    0.283
log_lik[80]     -0.112   0.001  0.075   -0.111   -0.078   -0.050   -0.016
log_lik[81]     -1.100   0.001  0.060   -1.101   -1.073   -1.048   -1.022
log_lik[82]      1.051   0.000  0.029    1.051    1.064    1.076    1.088
log_lik[83]      1.123   0.000  0.030    1.123    1.136    1.148    1.161
log_lik[84]      1.139   0.000  0.030    1.139    1.152    1.164    1.178
log_lik[85]      1.006   0.000  0.032    1.006    1.021    1.033    1.048
log_lik[86]      0.765   0.001  0.060    0.767    0.793    0.816    0.840
log_lik[87]      0.263   0.001  0.084    0.265    0.302    0.334    0.369
log_lik[88]      1.091   0.000  0.030    1.091    1.105    1.116    1.131
log_lik[89]      0.380   0.001  0.060    0.381    0.407    0.431    0.455
log_lik[90]      0.937   0.001  0.060    0.940    0.966    0.990    1.012
log_lik[91]      0.966   0.000  0.035    0.966    0.981    0.995    1.010
log_lik[92]      1.070   0.000  0.030    1.070    1.083    1.095    1.109
log_lik[93]      0.457   0.001  0.043    0.456    0.477    0.494    0.511
log_lik[94]      0.777   0.001  0.042    0.778    0.796    0.813    0.832
log_lik[95]      0.434   0.001  0.056    0.434    0.460    0.483    0.507
log_lik[96]      0.899   0.001  0.044    0.900    0.919    0.936    0.956
log_lik[97]      1.089   0.000  0.031    1.090    1.103    1.115    1.129
log_lik[98]      1.017   0.001  0.037    1.018    1.034    1.048    1.063
log_lik[99]      0.814   0.000  0.036    0.814    0.830    0.846    0.862
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log_lik[103]    -2.303   0.001  0.072   -2.301   -2.270   -2.240   -2.212
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log_lik[120]     0.914   0.000  0.030    0.914    0.927    0.939    0.952
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log_lik[122]     0.610   0.001  0.047    0.610    0.631    0.650    0.671
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log_lik[126]     0.430   0.001  0.062    0.430    0.458    0.482    0.508
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log_lik[128]    -0.632   0.001  0.059   -0.632   -0.606   -0.582   -0.556
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log_lik[170]    -4.425   0.006  0.374   -4.435   -4.275   -4.116   -3.940
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log_lik[176]    -2.705   0.002  0.119   -2.703   -2.652   -2.604   -2.554
log_lik[177]    -0.296   0.002  0.125   -0.297   -0.240   -0.189   -0.135
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log_lik[186]    -2.079   0.001  0.094   -2.080   -2.039   -1.999   -1.956
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log_lik[190]    -1.076   0.001  0.100   -1.078   -1.032   -0.990   -0.947
log_lik[191]     0.658   0.004  0.229    0.684    0.778    0.861    0.938
log_lik[192]    -8.398   0.005  0.355   -8.386   -8.233   -8.093   -7.952
log_lik[193]    -0.451   0.002  0.138   -0.451   -0.392   -0.335   -0.276
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log_lik[195]     0.932   0.001  0.045    0.933    0.953    0.970    0.988
log_lik[196]    -0.425   0.002  0.134   -0.426   -0.365   -0.310   -0.255
log_lik[197]     0.432   0.001  0.049    0.432    0.454    0.474    0.495
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log_lik[199]     0.531   0.002  0.100    0.534    0.577    0.615    0.657
log_lik[200]     0.645   0.001  0.061    0.646    0.674    0.697    0.723
log_lik[201]     1.065   0.000  0.031    1.066    1.079    1.091    1.104
log_lik[202]     0.155   0.001  0.052    0.156    0.180    0.199    0.221
log_lik[203]    -4.812   0.002  0.157   -4.805   -4.740   -4.680   -4.614
log_lik[204]     0.498   0.002  0.154    0.503    0.570    0.629    0.694
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log_lik[206]     0.382   0.002  0.116    0.383    0.435    0.480    0.528
log_lik[207]    -1.812   0.001  0.072   -1.812   -1.781   -1.752   -1.720
log_lik[208]     0.179   0.001  0.062    0.180    0.208    0.232    0.260
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log_lik[210]     0.994   0.001  0.050    0.996    1.017    1.036    1.056
log_lik[211]    -0.450   0.001  0.091   -0.449   -0.409   -0.374   -0.335
log_lik[212]     0.907   0.001  0.042    0.908    0.927    0.943    0.961
log_lik[213]     0.579   0.001  0.080    0.581    0.617    0.649    0.679
log_lik[214]     0.324   0.001  0.051    0.326    0.348    0.368    0.389
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log_lik[216]     0.456   0.004  0.281    0.473    0.596    0.702    0.809
log_lik[217]     0.843   0.001  0.058    0.844    0.870    0.891    0.915
log_lik[218]     0.174   0.001  0.091    0.174    0.215    0.251    0.292
log_lik[219]     0.615   0.001  0.047    0.616    0.637    0.656    0.675
log_lik[220]     0.970   0.000  0.035    0.971    0.986    1.000    1.015
log_lik[221]     0.476   0.001  0.066    0.477    0.506    0.532    0.560
log_lik[222]    -0.880   0.001  0.089   -0.883   -0.841   -0.804   -0.765
log_lik[223]     0.333   0.001  0.055    0.335    0.358    0.378    0.401
log_lik[224]     0.899   0.001  0.046    0.901    0.921    0.938    0.958
log_lik[225]     1.079   0.001  0.045    1.082    1.100    1.117    1.134
log_lik[226]     0.340   0.003  0.160    0.342    0.411    0.479    0.544
log_lik[227]     0.778   0.001  0.052    0.779    0.803    0.822    0.843
log_lik[228]     0.699   0.001  0.074    0.701    0.733    0.761    0.791
log_lik[229]     1.056   0.000  0.030    1.055    1.069    1.081    1.094
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log_lik[231]     0.794   0.001  0.041    0.794    0.813    0.829    0.847
log_lik[232]     1.086   0.001  0.045    1.089    1.107    1.123    1.141
log_lik[233]     0.726   0.001  0.039    0.727    0.745    0.760    0.776
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log_lik[235]     0.274   0.001  0.070    0.275    0.305    0.334    0.361
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log_lik[237]     0.502   0.001  0.052    0.503    0.525    0.547    0.568
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log_lik[239]    -3.842   0.001  0.115   -3.839   -3.789   -3.746   -3.698
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log_lik[241]     1.106   0.000  0.030    1.107    1.120    1.132    1.145
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log_lik[243]     1.082   0.000  0.032    1.083    1.096    1.109    1.123
log_lik[244]     0.720   0.001  0.054    0.721    0.745    0.767    0.789
log_lik[245]     0.745   0.001  0.057    0.746    0.772    0.794    0.819
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log_lik[249]    -1.258   0.001  0.078   -1.258   -1.223   -1.192   -1.156
log_lik[250]     1.125   0.000  0.030    1.126    1.139    1.151    1.164
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log_lik[252]     1.105   0.001  0.036    1.106    1.122    1.136    1.150
log_lik[253]     0.951   0.001  0.039    0.952    0.969    0.984    1.000
log_lik[254]     0.645   0.001  0.043    0.645    0.665    0.682    0.700
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log_lik[257]     1.066   0.001  0.040    1.067    1.085    1.100    1.116
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log_lik[259]     0.525   0.001  0.057    0.525    0.551    0.575    0.599
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log_lik[261]     0.714   0.000  0.037    0.714    0.730    0.746    0.761
log_lik[262]    -0.046   0.002  0.152   -0.044    0.024    0.083    0.147
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log_lik[265]    -3.530   0.001  0.104   -3.526   -3.482   -3.441   -3.399
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log_lik[270]     0.731   0.001  0.081    0.732    0.770    0.802    0.833
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log_lik[273]    -2.358   0.001  0.072   -2.357   -2.326   -2.296   -2.264
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log_lik[327]    -0.166   0.001  0.079   -0.165   -0.130   -0.098   -0.067
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log_lik[548]    -0.450   0.001  0.073   -0.451   -0.419   -0.387   -0.355
log_lik[549]    -0.859   0.001  0.082   -0.857   -0.821   -0.790   -0.754
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log_lik[563]    -2.639   0.001  0.081   -2.637   -2.602   -2.570   -2.538
log_lik[564]    -0.426   0.001  0.070   -0.426   -0.396   -0.366   -0.335
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log_lik[580]     0.730   0.000  0.034    0.731    0.746    0.759    0.773
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log_lik[588]     0.792   0.000  0.035    0.793    0.808    0.822    0.836
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log_lik[590]     0.774   0.001  0.038    0.774    0.791    0.806    0.822
log_lik[591]   -10.417   0.007  0.454  -10.403  -10.213  -10.029   -9.838
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log_lik[600]     0.735   0.001  0.103    0.738    0.786    0.824    0.865
log_lik[601]     1.092   0.001  0.053    1.098    1.119    1.136    1.152
log_lik[602]     0.788   0.001  0.083    0.791    0.826    0.859    0.892
log_lik[603]     0.611   0.001  0.104    0.615    0.660    0.700    0.742
log_lik[604]     1.064   0.002  0.093    1.088    1.116    1.134    1.152
log_lik[605]    -2.416   0.001  0.104   -2.414   -2.371   -2.330   -2.280
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log_lik[607]     1.131   0.000  0.033    1.131    1.146    1.158    1.172
log_lik[608]     1.024   0.001  0.063    1.029    1.056    1.078    1.099
log_lik[609]     0.842   0.001  0.093    0.847    0.887    0.923    0.959
log_lik[610]    -2.036   0.002  0.117   -2.037   -1.986   -1.939   -1.884
log_lik[611]     0.834   0.001  0.100    0.840    0.883    0.921    0.959
log_lik[612]     0.791   0.001  0.106    0.795    0.842    0.881    0.923
log_lik[613]    -2.991   0.002  0.131   -2.989   -2.932   -2.879   -2.824
log_lik[614]    -4.117   0.003  0.180   -4.111   -4.035   -3.966   -3.893
log_lik[615]    -0.964   0.001  0.100   -0.963   -0.920   -0.879   -0.837
log_lik[616]     0.434   0.003  0.219    0.443    0.541    0.625    0.708
log_lik[617]     0.492   0.003  0.207    0.507    0.593    0.672    0.751
log_lik[618]    -2.428   0.002  0.130   -2.426   -2.370   -2.322   -2.262
log_lik[619]     1.136   0.000  0.031    1.137    1.150    1.162    1.175
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log_lik[622]     0.924   0.001  0.040    0.925    0.942    0.958    0.975
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log_lik[624]     0.770   0.001  0.095    0.774    0.816    0.850    0.888
log_lik[625]     1.124   0.000  0.031    1.124    1.137    1.150    1.163
log_lik[626]     1.055   0.001  0.048    1.058    1.079    1.098    1.115
log_lik[627]     0.981   0.001  0.039    0.982    0.999    1.014    1.032
log_lik[628]    -1.042   0.001  0.078   -1.042   -1.008   -0.977   -0.942
log_lik[629]     0.861   0.001  0.076    0.864    0.897    0.926    0.956
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log_lik[631]     0.108   0.001  0.071    0.109    0.141    0.168    0.198
log_lik[632]    -1.660   0.001  0.066   -1.660   -1.631   -1.604   -1.575
log_lik[633]    -0.862   0.001  0.084   -0.862   -0.824   -0.791   -0.753
log_lik[634]     0.596   0.001  0.054    0.597    0.621    0.642    0.664
log_lik[635]     0.171   0.001  0.095    0.172    0.215    0.253    0.293
log_lik[636]    -2.659   0.001  0.086   -2.656   -2.620   -2.585   -2.550
log_lik[637]    -0.131   0.001  0.063   -0.131   -0.103   -0.077   -0.051
log_lik[638]    -1.134   0.003  0.208   -1.139   -1.048   -0.960   -0.864
log_lik[639]     0.513   0.001  0.042    0.514    0.532    0.549    0.567
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log_lik[641]     0.273   0.001  0.046    0.273    0.293    0.312    0.331
log_lik[642]     0.054   0.001  0.063    0.054    0.082    0.108    0.135
log_lik[643]     0.871   0.001  0.048    0.872    0.892    0.912    0.933
log_lik[644]    -0.235   0.001  0.086   -0.233   -0.197   -0.164   -0.125
log_lik[645]     0.738   0.000  0.032    0.739    0.753    0.766    0.779
log_lik[646]     0.132   0.001  0.053    0.133    0.156    0.176    0.200
log_lik[647]     0.032   0.001  0.069    0.033    0.063    0.092    0.121
log_lik[648]     1.115   0.000  0.033    1.115    1.129    1.142    1.157
log_lik[649]    -0.739   0.001  0.078   -0.740   -0.704   -0.673   -0.637
log_lik[650]     0.823   0.000  0.032    0.823    0.838    0.850    0.865
log_lik[651]     0.714   0.001  0.097    0.718    0.760    0.795    0.835
log_lik[652]    -0.098   0.001  0.068   -0.099   -0.068   -0.040   -0.011
log_lik[653]     0.230   0.001  0.070    0.230    0.262    0.291    0.321
log_lik[654]     0.536   0.001  0.050    0.538    0.560    0.579    0.600
log_lik[655]     0.742   0.000  0.035    0.743    0.758    0.772    0.787
log_lik[656]     0.276   0.001  0.048    0.277    0.298    0.317    0.336
log_lik[657]     1.112   0.000  0.029    1.113    1.125    1.137    1.149
log_lik[658]    -0.220   0.001  0.051   -0.220   -0.197   -0.177   -0.155
log_lik[659]     0.703   0.000  0.033    0.703    0.719    0.732    0.747
log_lik[660]     0.076   0.001  0.084    0.077    0.114    0.147    0.181
log_lik[661]     0.842   0.001  0.052    0.844    0.866    0.885    0.907
log_lik[662]     0.930   0.001  0.068    0.933    0.962    0.988    1.013
log_lik[663]     0.752   0.000  0.031    0.752    0.766    0.779    0.792
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log_lik[665]    -0.254   0.001  0.065   -0.253   -0.225   -0.198   -0.171
log_lik[666]     0.610   0.000  0.035    0.610    0.625    0.639    0.655
log_lik[667]    -1.606   0.001  0.063   -1.606   -1.579   -1.553   -1.526
log_lik[668]    -0.453   0.001  0.062   -0.452   -0.425   -0.401   -0.374
log_lik[669]     0.684   0.001  0.059    0.686    0.711    0.733    0.757
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log_lik[672]     0.975   0.000  0.029    0.975    0.988    0.999    1.012
log_lik[673]     0.854   0.001  0.037    0.854    0.870    0.886    0.901
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log_lik[675]     0.898   0.000  0.037    0.899    0.914    0.929    0.945
log_lik[676]     0.998   0.000  0.028    0.998    1.011    1.022    1.035
log_lik[677]    -0.379   0.001  0.070   -0.379   -0.348   -0.320   -0.288
log_lik[678]     0.616   0.001  0.043    0.616    0.634    0.652    0.671
log_lik[679]    -0.369   0.001  0.055   -0.369   -0.345   -0.323   -0.298
log_lik[680]     1.063   0.000  0.032    1.063    1.077    1.090    1.103
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log_lik[683]     0.870   0.000  0.030    0.870    0.884    0.895    0.907
log_lik[684]     0.975   0.001  0.061    0.979    1.003    1.025    1.049
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log_lik[686]     0.822   0.000  0.031    0.823    0.836    0.848    0.860
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log_lik[688]     0.051   0.001  0.058    0.051    0.077    0.099    0.125
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log_lik[692]    -0.351   0.001  0.058   -0.352   -0.325   -0.303   -0.276
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log_lik[697]     0.811   0.001  0.041    0.812    0.830    0.846    0.863
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log_lik[699]    -2.479   0.002  0.138   -2.476   -2.419   -2.365   -2.304
log_lik[700]     0.376   0.001  0.044    0.377    0.397    0.413    0.432
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log_lik[702]     0.887   0.001  0.037    0.888    0.904    0.918    0.935
log_lik[703]    -0.130   0.001  0.063   -0.131   -0.102   -0.076   -0.048
log_lik[704]     0.399   0.001  0.048    0.400    0.420    0.441    0.459
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log_lik[706]     0.702   0.001  0.042    0.703    0.721    0.737    0.756
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log_lik[750]     0.647   0.000  0.036    0.647    0.663    0.678    0.693
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log_lik[753]    -0.715   0.001  0.058   -0.715   -0.690   -0.665   -0.640
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log_lik[759]    -0.254   0.001  0.062   -0.254   -0.227   -0.203   -0.175
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log_lik[767]     0.912   0.001  0.055    0.913    0.938    0.958    0.981
log_lik[768]     0.397   0.001  0.042    0.398    0.416    0.432    0.451
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log_lik[776]     0.569   0.001  0.050    0.569    0.591    0.610    0.633
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log_lik[781]     0.996   0.000  0.031    0.996    1.010    1.022    1.035
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log_lik[783]     0.852   0.001  0.049    0.853    0.875    0.894    0.914
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log_lik[790]     0.955   0.000  0.032    0.955    0.970    0.982    0.996
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log_lik[792]     1.015   0.000  0.033    1.015    1.029    1.043    1.057
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log_lik[794]     0.953   0.001  0.039    0.954    0.971    0.986    1.004
log_lik[795]     0.860   0.001  0.050    0.861    0.883    0.903    0.923
log_lik[796]     0.679   0.001  0.056    0.680    0.703    0.726    0.749
log_lik[797]     0.895   0.001  0.052    0.896    0.918    0.940    0.962
log_lik[798]    -0.508   0.001  0.098   -0.508   -0.464   -0.424   -0.382
log_lik[799]     1.093   0.000  0.032    1.093    1.107    1.120    1.135
log_lik[800]     0.351   0.001  0.046    0.352    0.372    0.390    0.411
log_lik[801]    -1.420   0.001  0.060   -1.421   -1.394   -1.370   -1.343
log_lik[802]     0.680   0.001  0.044    0.680    0.699    0.717    0.735
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log_lik[804]     0.853   0.001  0.039    0.854    0.870    0.886    0.904
log_lik[805]     1.071   0.000  0.032    1.071    1.085    1.098    1.113
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log_lik[809]     0.575   0.001  0.052    0.575    0.598    0.619    0.642
log_lik[810]     1.044   0.000  0.033    1.044    1.058    1.071    1.086
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log_lik[814]    -0.354   0.001  0.069   -0.353   -0.324   -0.295   -0.265
log_lik[815]     0.756   0.001  0.044    0.756    0.776    0.792    0.812
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log_lik[817]     1.061   0.001  0.044    1.064    1.082    1.098    1.116
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log_lik[820]     0.418   0.001  0.050    0.419    0.439    0.460    0.483
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log_lik[823]     0.047   0.001  0.057    0.048    0.073    0.096    0.122
log_lik[824]    -0.198   0.001  0.066   -0.198   -0.168   -0.142   -0.114
log_lik[825]     1.124   0.000  0.030    1.124    1.137    1.149    1.163
log_lik[826]     0.471   0.001  0.047    0.472    0.493    0.511    0.531
log_lik[827]    -1.263   0.001  0.066   -1.264   -1.235   -1.208   -1.177
log_lik[828]     0.023   0.001  0.055    0.022    0.047    0.069    0.095
log_lik[829]     0.914   0.000  0.036    0.914    0.930    0.944    0.960
log_lik[830]     1.041   0.000  0.033    1.042    1.056    1.068    1.082
log_lik[831]     0.707   0.001  0.038    0.707    0.724    0.740    0.757
log_lik[832]     1.019   0.001  0.042    1.019    1.039    1.054    1.072
log_lik[833]     0.934   0.000  0.031    0.934    0.948    0.960    0.974
log_lik[834]    -0.941   0.001  0.061   -0.940   -0.915   -0.891   -0.863
log_lik[835]     1.097   0.000  0.034    1.098    1.113    1.126    1.142
log_lik[836]     1.024   0.000  0.031    1.025    1.038    1.050    1.064
log_lik[837]     0.045   0.001  0.079    0.045    0.080    0.114    0.147
log_lik[838]     0.240   0.001  0.048    0.240    0.262    0.281    0.302
log_lik[839]     0.836   0.000  0.035    0.836    0.852    0.866    0.881
log_lik[840]    -2.417   0.001  0.077   -2.416   -2.382   -2.351   -2.320
log_lik[841]     0.758   0.001  0.081    0.762    0.796    0.826    0.859
log_lik[842]    -1.641   0.002  0.110   -1.641   -1.592   -1.548   -1.500
log_lik[843]     0.243   0.001  0.098    0.246    0.289    0.325    0.367
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log_lik[845]     0.631   0.001  0.071    0.633    0.663    0.690    0.722
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log_lik[847]     1.017   0.001  0.051    1.019    1.042    1.060    1.082
log_lik[848]     0.762   0.000  0.034    0.762    0.778    0.790    0.804
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log_lik[850]     0.655   0.001  0.044    0.656    0.675    0.693    0.711
log_lik[851]     0.941   0.001  0.048    0.942    0.962    0.982    1.001
log_lik[852]     1.064   0.001  0.037    1.063    1.080    1.095    1.111
log_lik[853]     0.618   0.000  0.034    0.618    0.633    0.647    0.662
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log_lik[855]     1.115   0.000  0.029    1.115    1.128    1.139    1.152
log_lik[856]     0.782   0.001  0.046    0.783    0.803    0.820    0.839
log_lik[857]     1.015   0.001  0.039    1.016    1.033    1.049    1.066
log_lik[858]    -0.920   0.002  0.098   -0.920   -0.876   -0.837   -0.793
log_lik[859]     0.849   0.001  0.060    0.850    0.875    0.899    0.924
log_lik[860]     1.105   0.000  0.031    1.105    1.119    1.130    1.144
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log_lik[862]    -0.046   0.001  0.077   -0.046   -0.011    0.021    0.053
log_lik[863]     0.398   0.001  0.055    0.400    0.423    0.444    0.467
log_lik[864]     1.134   0.000  0.030    1.134    1.147    1.159    1.172
log_lik[865]     1.135   0.000  0.031    1.135    1.148    1.161    1.173
log_lik[866]     0.026   0.001  0.068    0.026    0.056    0.083    0.112
log_lik[867]     0.519   0.001  0.066    0.519    0.550    0.576    0.602
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log_lik[869]    -0.279   0.001  0.063   -0.279   -0.251   -0.226   -0.198
log_lik[870]    -3.189   0.001  0.095   -3.187   -3.146   -3.107   -3.069
log_lik[871]     1.129   0.000  0.031    1.129    1.143    1.155    1.168
log_lik[872]     1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[873]     0.243   0.001  0.044    0.243    0.263    0.281    0.300
log_lik[874]     0.373   0.001  0.048    0.374    0.395    0.414    0.434
log_lik[875]     1.140   0.000  0.030    1.139    1.153    1.165    1.178
log_lik[876]     0.589   0.001  0.043    0.589    0.609    0.626    0.644
log_lik[877]     1.135   0.000  0.030    1.135    1.148    1.160    1.173
log_lik[878]     1.003   0.000  0.028    1.003    1.015    1.027    1.040
log_lik[879]     0.919   0.000  0.035    0.920    0.935    0.949    0.963
log_lik[880]     0.551   0.001  0.039    0.552    0.569    0.584    0.601
log_lik[881]     1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[882]     0.669   0.001  0.042    0.670    0.688    0.704    0.724
log_lik[883]     1.015   0.000  0.030    1.015    1.028    1.040    1.054
log_lik[884]     0.154   0.001  0.049    0.154    0.176    0.196    0.218
log_lik[885]     1.088   0.001  0.040    1.090    1.106    1.122    1.137
log_lik[886]    -0.323   0.001  0.060   -0.322   -0.297   -0.272   -0.247
log_lik[887]     0.828   0.000  0.032    0.828    0.842    0.855    0.869
log_lik[888]     1.141   0.000  0.030    1.141    1.154    1.166    1.179
log_lik[889]     0.978   0.000  0.030    0.978    0.991    1.003    1.016
log_lik[890]     1.104   0.000  0.033    1.104    1.119    1.131    1.147
log_lik[891]     0.251   0.001  0.058    0.252    0.278    0.301    0.325
log_lik[892]    -0.407   0.001  0.057   -0.407   -0.381   -0.359   -0.333
log_lik[893]    -2.236   0.001  0.083   -2.235   -2.199   -2.167   -2.130
log_lik[894]     1.085   0.000  0.033    1.085    1.100    1.113    1.128
log_lik[895]     1.112   0.000  0.030    1.112    1.124    1.137    1.150
log_lik[896]     0.766   0.001  0.049    0.766    0.788    0.806    0.829
log_lik[897]    -0.235   0.001  0.059   -0.236   -0.210   -0.185   -0.158
log_lik[898]    -0.179   0.001  0.073   -0.178   -0.145   -0.118   -0.086
log_lik[899]     0.499   0.001  0.043    0.500    0.519    0.535    0.553
log_lik[900]    -0.039   0.001  0.064   -0.038   -0.010    0.016    0.043
log_lik[901]     0.972   0.001  0.040    0.972    0.990    1.005    1.022
log_lik[902]     0.704   0.001  0.051    0.706    0.728    0.748    0.770
log_lik[903]     1.003   0.000  0.035    1.003    1.019    1.032    1.046
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log_lik[906]     1.107   0.000  0.034    1.108    1.122    1.135    1.151
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log_lik[908]     0.481   0.001  0.059    0.481    0.507    0.531    0.554
log_lik[909]    -0.216   0.001  0.073   -0.215   -0.183   -0.156   -0.123
log_lik[910]     0.715   0.001  0.045    0.716    0.736    0.755    0.773
log_lik[911]     1.054   0.000  0.032    1.053    1.067    1.080    1.094
log_lik[912]     0.880   0.001  0.048    0.882    0.902    0.921    0.940
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log_lik[914]     1.129   0.000  0.032    1.129    1.143    1.156    1.169
log_lik[915]     0.518   0.001  0.059    0.518    0.545    0.569    0.594
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log_lik[917]     0.618   0.001  0.043    0.619    0.638    0.655    0.672
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log_lik[919]     0.998   0.000  0.033    0.998    1.012    1.026    1.039
log_lik[920]     0.633   0.001  0.057    0.635    0.660    0.682    0.706
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log_lik[922]     0.813   0.001  0.042    0.814    0.832    0.847    0.865
log_lik[923]     0.801   0.001  0.059    0.803    0.828    0.850    0.874
log_lik[924]     0.947   0.001  0.042    0.948    0.967    0.982    1.000
log_lik[925]     0.246   0.001  0.057    0.248    0.272    0.293    0.319
log_lik[926]     0.113   0.001  0.055    0.114    0.137    0.159    0.183
log_lik[927]     1.103   0.000  0.032    1.103    1.116    1.129    1.143
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log_lik[930]     1.058   0.001  0.052    1.061    1.083    1.102    1.122
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log_lik[940]     1.080   0.000  0.034    1.081    1.095    1.109    1.124
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log_lik[945]     0.159   0.001  0.086    0.160    0.198    0.232    0.268
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log_lik[951]    -0.299   0.001  0.091   -0.300   -0.259   -0.224   -0.183
log_lik[952]    -0.928   0.001  0.089   -0.927   -0.889   -0.853   -0.814
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log_lik[954]     1.125   0.000  0.032    1.125    1.140    1.152    1.166
log_lik[955]     0.047   0.001  0.070    0.046    0.078    0.105    0.137
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log_lik[958]    -0.585   0.001  0.080   -0.585   -0.551   -0.518   -0.483
log_lik[959]    -0.438   0.001  0.070   -0.438   -0.407   -0.379   -0.349
log_lik[960]     0.169   0.001  0.065    0.170    0.197    0.223    0.251
log_lik[961]     0.671   0.001  0.068    0.673    0.702    0.728    0.756
log_lik[962]     1.118   0.000  0.030    1.119    1.132    1.144    1.157
log_lik[963]     1.089   0.001  0.035    1.090    1.105    1.119    1.134
log_lik[964]    -0.189   0.001  0.067   -0.190   -0.160   -0.133   -0.104
log_lik[965]     0.933   0.001  0.050    0.934    0.956    0.977    0.997
log_lik[966]     0.884   0.000  0.036    0.883    0.899    0.914    0.930
log_lik[967]     0.767   0.001  0.047    0.768    0.789    0.806    0.826
log_lik[968]     0.603   0.001  0.049    0.604    0.625    0.644    0.666
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log_lik[975]     1.083   0.000  0.029    1.084    1.096    1.108    1.121
log_lik[976]     1.082   0.001  0.041    1.083    1.101    1.117    1.133
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log_lik[978]     0.920   0.000  0.035    0.921    0.935    0.949    0.964
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log_lik[982]     1.057   0.001  0.041    1.058    1.075    1.092    1.109
log_lik[983]     0.646   0.000  0.034    0.646    0.661    0.674    0.690
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log_lik[987]     0.872   0.000  0.032    0.872    0.885    0.898    0.912
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log_lik[992]     0.958   0.000  0.030    0.958    0.971    0.983    0.996
log_lik[993]     0.856   0.000  0.035    0.855    0.871    0.886    0.900
log_lik[994]     0.519   0.001  0.047    0.520    0.540    0.558    0.579
log_lik[995]     0.686   0.001  0.044    0.688    0.706    0.723    0.742
log_lik[996]     1.080   0.000  0.034    1.080    1.095    1.108    1.123
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log_lik[1000]    0.833   0.001  0.037    0.833    0.849    0.864    0.881
log_lik[1001]    1.052   0.001  0.036    1.053    1.068    1.082    1.099
log_lik[1002]   -1.027   0.001  0.067   -1.028   -0.997   -0.971   -0.941
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log_lik[1005]   -0.454   0.001  0.063   -0.454   -0.427   -0.403   -0.373
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log_lik[1007]   -0.069   0.001  0.087   -0.069   -0.031    0.005    0.041
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log_lik[1013]    1.035   0.000  0.030    1.036    1.048    1.060    1.073
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log_lik[1015]    0.070   0.001  0.049    0.070    0.091    0.110    0.132
log_lik[1016]    0.470   0.001  0.049    0.470    0.491    0.511    0.533
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log_lik[1018]   -0.564   0.002  0.119   -0.566   -0.513   -0.461   -0.408
log_lik[1019]   -0.327   0.002  0.153   -0.325   -0.260   -0.199   -0.135
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log_lik[1021]    0.071   0.001  0.056    0.072    0.096    0.119    0.143
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log_lik[1023]    1.032   0.000  0.032    1.032    1.046    1.058    1.073
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log_lik[1025]   -2.007   0.001  0.070   -2.005   -1.975   -1.948   -1.916
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log_lik[1029]    0.795   0.001  0.059    0.796    0.822    0.845    0.871
log_lik[1030]    0.782   0.001  0.050    0.783    0.804    0.823    0.845
log_lik[1031]   -0.294   0.001  0.058   -0.295   -0.269   -0.245   -0.220
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log_lik[1033]   -1.257   0.001  0.074   -1.256   -1.224   -1.196   -1.162
log_lik[1034]    1.014   0.000  0.030    1.015    1.027    1.039    1.052
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log_lik[1036]    0.928   0.000  0.030    0.928    0.941    0.953    0.966
log_lik[1037]   -0.849   0.001  0.060   -0.850   -0.823   -0.800   -0.773
log_lik[1038]    0.306   0.001  0.090    0.308    0.346    0.382    0.419
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log_lik[1041]    0.850   0.000  0.035    0.851    0.866    0.880    0.895
log_lik[1042]    0.791   0.001  0.048    0.792    0.813    0.831    0.850
log_lik[1043]    0.611   0.001  0.039    0.612    0.629    0.645    0.661
log_lik[1044]    0.806   0.001  0.044    0.808    0.826    0.843    0.861
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log_lik[1046]    1.122   0.000  0.030    1.122    1.135    1.147    1.160
log_lik[1047]    0.890   0.001  0.048    0.891    0.912    0.930    0.951
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log_lik[1049]    1.123   0.000  0.030    1.123    1.136    1.148    1.162
log_lik[1050]    0.246   0.001  0.050    0.247    0.269    0.287    0.309
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log_lik[1052]    0.927   0.000  0.032    0.927    0.941    0.954    0.967
log_lik[1053]    1.041   0.000  0.032    1.040    1.055    1.067    1.081
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log_lik[1059]    0.559   0.001  0.044    0.560    0.579    0.597    0.616
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log_lik[1062]   -0.719   0.001  0.088   -0.720   -0.680   -0.645   -0.605
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log_lik[1070]    0.472   0.001  0.058    0.473    0.499    0.521    0.546
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log_lik[1075]    0.690   0.001  0.064    0.691    0.719    0.744    0.770
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log_lik[1077]    0.921   0.001  0.038    0.922    0.938    0.953    0.969
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log_lik[1079]    0.204   0.001  0.069    0.204    0.235    0.263    0.293
log_lik[1080]   -1.274   0.001  0.080   -1.275   -1.239   -1.207   -1.171
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log_lik[1082]    0.053   0.001  0.060    0.053    0.079    0.104    0.130
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log_lik[1087]    0.820   0.001  0.042    0.821    0.839    0.855    0.872
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log_lik[1095]   -1.646   0.002  0.110   -1.647   -1.596   -1.551   -1.505
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log_lik[1097]    0.362   0.003  0.230    0.367    0.473    0.560    0.655
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log_lik[1102]    1.074   0.001  0.039    1.075    1.091    1.107    1.124
log_lik[1103]    0.766   0.001  0.049    0.766    0.788    0.808    0.828
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log_lik[1105]    0.934   0.001  0.043    0.935    0.954    0.971    0.989
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log_lik[1185]    1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[1186]    0.971   0.001  0.045    0.972    0.991    1.009    1.027
log_lik[1187]    1.093   0.000  0.030    1.093    1.107    1.119    1.132
log_lik[1188]    1.122   0.000  0.032    1.122    1.136    1.148    1.161
log_lik[1189]    0.848   0.001  0.039    0.849    0.866    0.880    0.897
log_lik[1190]    1.096   0.000  0.030    1.096    1.109    1.121    1.134
log_lik[1191]    0.974   0.001  0.035    0.974    0.990    1.004    1.019
log_lik[1192]    0.942   0.000  0.034    0.942    0.957    0.971    0.986
log_lik[1193]    0.521   0.001  0.044    0.522    0.540    0.558    0.578
log_lik[1194]   -0.532   0.001  0.064   -0.533   -0.504   -0.477   -0.449
log_lik[1195]    0.696   0.001  0.037    0.696    0.712    0.727    0.743
log_lik[1196]    1.039   0.001  0.045    1.041    1.060    1.077    1.096
log_lik[1197]    1.029   0.000  0.029    1.029    1.042    1.054    1.067
log_lik[1198]    0.989   0.000  0.028    0.990    1.002    1.013    1.025
log_lik[1199]    0.906   0.001  0.035    0.905    0.921    0.935    0.950
log_lik[1200]    0.754   0.000  0.033    0.755    0.770    0.782    0.796
log_lik[1201]    0.373   0.001  0.053    0.374    0.396    0.418    0.442
log_lik[1202]    1.087   0.000  0.029    1.087    1.099    1.111    1.124
log_lik[1203]    1.141   0.000  0.030    1.141    1.154    1.166    1.179
log_lik[1204]    1.116   0.000  0.030    1.116    1.129    1.141    1.154
log_lik[1205]    1.053   0.000  0.030    1.054    1.066    1.078    1.091
log_lik[1206]    1.081   0.000  0.032    1.081    1.095    1.107    1.121
log_lik[1207]    1.026   0.000  0.029    1.026    1.039    1.050    1.063
log_lik[1208]    0.879   0.000  0.029    0.878    0.892    0.904    0.916
log_lik[1209]   -0.270   0.001  0.059   -0.269   -0.244   -0.220   -0.195
log_lik[1210]    0.878   0.000  0.029    0.878    0.891    0.903    0.916
log_lik[1211]    0.745   0.001  0.040    0.746    0.764    0.779    0.796
log_lik[1212]    0.838   0.001  0.055    0.840    0.864    0.885    0.908
log_lik[1213]    1.075   0.000  0.031    1.076    1.088    1.101    1.114
log_lik[1214]    1.137   0.000  0.030    1.137    1.150    1.162    1.175
log_lik[1215]    0.746   0.001  0.075    0.750    0.782    0.811    0.840
log_lik[1216]    0.342   0.001  0.059    0.343    0.370    0.391    0.415
log_lik[1217]    1.131   0.000  0.030    1.131    1.144    1.156    1.169
log_lik[1218]    1.123   0.000  0.029    1.123    1.135    1.147    1.160
log_lik[1219]    0.740   0.001  0.098    0.744    0.787    0.824    0.864
log_lik[1220]   -0.985   0.001  0.082   -0.985   -0.950   -0.917   -0.880
log_lik[1221]    0.673   0.001  0.077    0.676    0.710    0.739    0.769
log_lik[1222]   -1.393   0.001  0.088   -1.393   -1.355   -1.319   -1.282
log_lik[1223]    0.846   0.000  0.037    0.846    0.862    0.877    0.893
log_lik[1224]    0.638   0.001  0.043    0.639    0.657    0.674    0.692
log_lik[1225]    1.123   0.000  0.030    1.124    1.136    1.148    1.161
log_lik[1226]   -0.560   0.001  0.058   -0.560   -0.535   -0.511   -0.484
log_lik[1227]    0.975   0.000  0.032    0.975    0.989    1.002    1.016
log_lik[1228]    0.679   0.000  0.036    0.679    0.696    0.710    0.725
log_lik[1229]    0.899   0.000  0.032    0.899    0.913    0.926    0.939
log_lik[1230]    0.905   0.001  0.043    0.906    0.924    0.941    0.959
log_lik[1231]    1.126   0.000  0.030    1.126    1.139    1.151    1.165
log_lik[1232]   -0.009   0.001  0.059   -0.008    0.017    0.040    0.067
log_lik[1233]    1.078   0.001  0.035    1.078    1.094    1.107    1.124
log_lik[1234]    0.832   0.001  0.051    0.833    0.855    0.875    0.896
log_lik[1235]    0.985   0.001  0.040    0.985    1.003    1.019    1.036
log_lik[1236]    1.124   0.000  0.030    1.124    1.137    1.149    1.162
log_lik[1237]    1.022   0.000  0.034    1.023    1.037    1.050    1.065
log_lik[1238]    0.221   0.002  0.108    0.223    0.270    0.312    0.355
log_lik[1239]    0.334   0.001  0.087    0.335    0.374    0.408    0.445
log_lik[1240]    0.247   0.001  0.068    0.248    0.277    0.305    0.334
log_lik[1241]    1.132   0.000  0.030    1.133    1.146    1.157    1.171
log_lik[1242]    1.064   0.000  0.031    1.063    1.077    1.090    1.104
log_lik[1243]   -0.243   0.001  0.059   -0.242   -0.217   -0.193   -0.167
log_lik[1244]    1.115   0.000  0.031    1.116    1.129    1.142    1.156
log_lik[1245]    0.855   0.001  0.043    0.856    0.873    0.891    0.908
log_lik[1246]    0.814   0.001  0.069    0.816    0.846    0.874    0.901
log_lik[1247]    1.067   0.001  0.036    1.068    1.083    1.098    1.113
log_lik[1248]    0.560   0.001  0.061    0.562    0.588    0.613    0.637
log_lik[1249]   -0.302   0.001  0.074   -0.301   -0.269   -0.240   -0.207
log_lik[1250]    0.481   0.001  0.058    0.482    0.508    0.530    0.555
log_lik[1251]    0.818   0.001  0.044    0.819    0.838    0.855    0.873
log_lik[1252]    0.884   0.001  0.050    0.885    0.908    0.927    0.947
log_lik[1253]    1.129   0.000  0.030    1.129    1.142    1.154    1.168
log_lik[1254]    0.331   0.001  0.057    0.332    0.356    0.379    0.403
log_lik[1255]    0.805   0.001  0.056    0.807    0.831    0.852    0.875
log_lik[1256]   -0.873   0.001  0.077   -0.871   -0.838   -0.808   -0.774
log_lik[1257]    0.796   0.001  0.041    0.796    0.814    0.831    0.847
log_lik[1258]    0.720   0.001  0.045    0.721    0.741    0.759    0.777
log_lik[1259]    1.140   0.000  0.030    1.139    1.153    1.164    1.178
log_lik[1260]    0.484   0.001  0.048    0.484    0.506    0.525    0.545
log_lik[1261]   -1.072   0.001  0.079   -1.071   -1.038   -1.005   -0.970
log_lik[1262]   -0.740   0.001  0.076   -0.740   -0.707   -0.676   -0.644
log_lik[1263]    0.572   0.001  0.065    0.574    0.603    0.627    0.654
log_lik[1264]    1.089   0.000  0.035    1.090    1.104    1.119    1.134
log_lik[1265]    1.131   0.000  0.030    1.130    1.144    1.155    1.169
log_lik[1266]    0.914   0.001  0.041    0.915    0.933    0.949    0.966
log_lik[1267]    0.083   0.002  0.111    0.083    0.133    0.177    0.223
log_lik[1268]    1.027   0.000  0.035    1.027    1.042    1.057    1.072
log_lik[1269]    1.080   0.000  0.032    1.080    1.093    1.106    1.121
log_lik[1270]   -0.837   0.001  0.079   -0.837   -0.804   -0.770   -0.735
log_lik[1271]    1.049   0.000  0.033    1.049    1.064    1.077    1.092
log_lik[1272]    0.922   0.001  0.039    0.923    0.940    0.955    0.971
log_lik[1273]    1.056   0.000  0.031    1.056    1.069    1.081    1.095
log_lik[1274]    1.095   0.000  0.033    1.096    1.109    1.123    1.137
log_lik[1275]    0.975   0.000  0.035    0.974    0.990    1.004    1.020
log_lik[1276]    0.638   0.001  0.043    0.638    0.657    0.675    0.693
log_lik[1277]    1.089   0.000  0.031    1.089    1.102    1.114    1.128
log_lik[1278]    0.466   0.001  0.050    0.467    0.488    0.509    0.530
log_lik[1279]    0.873   0.001  0.053    0.874    0.897    0.918    0.941
log_lik[1280]    0.351   0.001  0.074    0.353    0.386    0.413    0.444
log_lik[1281]    0.630   0.001  0.067    0.632    0.661    0.687    0.714
log_lik[1282]    0.049   0.002  0.101    0.050    0.093    0.135    0.177
log_lik[1283]    0.735   0.001  0.058    0.736    0.761    0.783    0.807
log_lik[1284]    0.875   0.001  0.060    0.878    0.903    0.926    0.950
log_lik[1285]   -0.924   0.001  0.068   -0.925   -0.895   -0.867   -0.838
log_lik[1286]    0.677   0.001  0.056    0.678    0.702    0.725    0.747
log_lik[1287]    1.112   0.000  0.032    1.113    1.127    1.139    1.153
log_lik[1288]    0.160   0.002  0.103    0.163    0.207    0.249    0.291
log_lik[1289]    0.765   0.001  0.053    0.765    0.789    0.810    0.833
log_lik[1290]    1.110   0.000  0.032    1.110    1.124    1.136    1.150
log_lik[1291]    0.034   0.001  0.063    0.034    0.063    0.088    0.116
log_lik[1292]    0.815   0.001  0.046    0.816    0.836    0.854    0.874
log_lik[1293]    0.339   0.001  0.070    0.339    0.372    0.400    0.428
log_lik[1294]    1.027   0.001  0.052    1.030    1.052    1.071    1.092
log_lik[1295]    0.649   0.001  0.050    0.650    0.671    0.691    0.711
log_lik[1296]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1297]    0.496   0.001  0.055    0.498    0.521    0.543    0.566
log_lik[1298]    0.468   0.001  0.065    0.468    0.498    0.523    0.550
log_lik[1299]    0.235   0.001  0.067    0.236    0.265    0.292    0.321
log_lik[1300]    1.120   0.000  0.032    1.121    1.135    1.148    1.161
log_lik[1301]    0.675   0.001  0.053    0.675    0.699    0.720    0.744
log_lik[1302]    1.085   0.001  0.036    1.085    1.101    1.116    1.131
log_lik[1303]    0.951   0.001  0.040    0.952    0.969    0.984    1.000
log_lik[1304]    1.109   0.000  0.032    1.110    1.123    1.136    1.149
log_lik[1305]    0.847   0.001  0.044    0.847    0.867    0.885    0.904
log_lik[1306]    1.049   0.001  0.057    1.054    1.078    1.099    1.119
log_lik[1307]    1.091   0.001  0.039    1.093    1.109    1.124    1.140
log_lik[1308]    0.891   0.001  0.053    0.893    0.916    0.937    0.959
log_lik[1309]    0.121   0.001  0.070    0.122    0.152    0.181    0.211
log_lik[1310]    0.747   0.001  0.065    0.749    0.778    0.802    0.828
log_lik[1311]    1.124   0.001  0.036    1.125    1.140    1.153    1.168
log_lik[1312]    1.063   0.001  0.036    1.063    1.079    1.093    1.109
log_lik[1313]    0.597   0.001  0.056    0.598    0.623    0.644    0.669
log_lik[1314]    0.638   0.001  0.085    0.639    0.677    0.711    0.744
log_lik[1315]    0.961   0.001  0.039    0.962    0.979    0.994    1.010
log_lik[1316]    0.622   0.001  0.056    0.623    0.647    0.670    0.693
log_lik[1317]    1.110   0.001  0.038    1.111    1.127    1.141    1.158
log_lik[1318]    0.946   0.001  0.039    0.947    0.964    0.980    0.996
log_lik[1319]    0.234   0.001  0.054    0.234    0.258    0.281    0.303
log_lik[1320]   -0.049   0.001  0.070   -0.049   -0.019    0.009    0.039
log_lik[1321]    0.531   0.001  0.047    0.531    0.551    0.572    0.591
log_lik[1322]    1.134   0.000  0.030    1.134    1.147    1.159    1.172
log_lik[1323]    0.626   0.001  0.041    0.626    0.644    0.661    0.679
log_lik[1324]    0.431   0.001  0.050    0.431    0.453    0.474    0.494
log_lik[1325]    0.088   0.001  0.054    0.088    0.111    0.133    0.157
log_lik[1326]    1.121   0.000  0.030    1.121    1.134    1.146    1.160
log_lik[1327]    0.962   0.000  0.032    0.962    0.976    0.989    1.003
log_lik[1328]    0.396   0.001  0.068    0.396    0.427    0.453    0.482
log_lik[1329]    0.978   0.000  0.033    0.979    0.993    1.007    1.020
log_lik[1330]    0.780   0.001  0.043    0.781    0.799    0.816    0.836
log_lik[1331]    0.898   0.001  0.044    0.899    0.917    0.934    0.952
log_lik[1332]    1.084   0.001  0.034    1.085    1.100    1.114    1.128
log_lik[1333]    1.140   0.000  0.030    1.140    1.153    1.165    1.178
log_lik[1334]    1.007   0.001  0.040    1.007    1.025    1.039    1.056
log_lik[1335]   -1.641   0.001  0.066   -1.641   -1.613   -1.585   -1.556
log_lik[1336]    1.020   0.001  0.047    1.023    1.042    1.060    1.079
log_lik[1337]    0.284   0.001  0.063    0.283    0.313    0.339    0.365
log_lik[1338]    1.134   0.000  0.030    1.134    1.147    1.159    1.173
log_lik[1339]    0.686   0.001  0.052    0.687    0.710    0.730    0.753
log_lik[1340]    1.121   0.000  0.031    1.122    1.135    1.147    1.161
log_lik[1341]    0.335   0.001  0.055    0.336    0.358    0.381    0.405
log_lik[1342]    0.832   0.002  0.103    0.836    0.883    0.921    0.961
log_lik[1343]    0.784   0.001  0.059    0.785    0.812    0.834    0.858
log_lik[1344]    0.893   0.001  0.052    0.895    0.916    0.936    0.958
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log_lik[1346]    0.788   0.001  0.044    0.789    0.808    0.825    0.843
log_lik[1347]    0.786   0.001  0.039    0.786    0.803    0.819    0.836
log_lik[1348]    0.786   0.000  0.038    0.786    0.803    0.818    0.834
log_lik[1349]    0.189   0.001  0.063    0.191    0.218    0.242    0.268
log_lik[1350]    1.126   0.000  0.030    1.126    1.139    1.151    1.164
log_lik[1351]    1.105   0.000  0.030    1.105    1.117    1.129    1.143
log_lik[1352]    1.140   0.000  0.030    1.140    1.154    1.165    1.178
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log_lik[1354]    1.036   0.000  0.031    1.036    1.050    1.062    1.076
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log_lik[1357]    0.649   0.001  0.045    0.650    0.670    0.688    0.707
log_lik[1358]   -1.283   0.001  0.062   -1.283   -1.256   -1.231   -1.202
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log_lik[1365]   -1.873   0.001  0.069   -1.873   -1.843   -1.815   -1.785
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log_lik[1367]    0.943   0.001  0.047    0.943    0.964    0.982    1.002
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log_lik[1370]    0.763   0.001  0.065    0.764    0.793    0.819    0.845
log_lik[1371]   -0.483   0.001  0.079   -0.483   -0.449   -0.416   -0.382
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log_lik[1380]    0.946   0.001  0.053    0.947    0.970    0.991    1.013
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log_lik[1382]    0.183   0.001  0.064    0.184    0.211    0.236    0.265
log_lik[1383]    0.874   0.001  0.057    0.875    0.899    0.922    0.945
log_lik[1384]    1.135   0.000  0.030    1.135    1.148    1.160    1.174
log_lik[1385]    1.065   0.001  0.038    1.066    1.082    1.097    1.113
log_lik[1386]    0.406   0.001  0.056    0.407    0.431    0.454    0.477
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log_lik[1388]    1.083   0.000  0.033    1.084    1.098    1.111    1.125
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log_lik[1391]    1.117   0.000  0.031    1.117    1.130    1.143    1.157
log_lik[1392]    1.115   0.000  0.031    1.115    1.128    1.141    1.155
log_lik[1393]    1.134   0.000  0.031    1.134    1.147    1.159    1.172
log_lik[1394]    0.517   0.001  0.062    0.518    0.546    0.570    0.595
log_lik[1395]    0.779   0.001  0.050    0.780    0.801    0.821    0.843
log_lik[1396]   -0.201   0.001  0.086   -0.202   -0.163   -0.128   -0.092
log_lik[1397]   -0.100   0.001  0.072   -0.100   -0.068   -0.039   -0.007
log_lik[1398]   -0.469   0.001  0.068   -0.470   -0.439   -0.413   -0.384
log_lik[1399]   -1.825   0.001  0.101   -1.827   -1.781   -1.740   -1.693
log_lik[1400]    0.731   0.001  0.054    0.732    0.755    0.775    0.799
log_lik[1401]   -0.923   0.001  0.075   -0.923   -0.891   -0.860   -0.826
log_lik[1402]    0.956   0.001  0.047    0.957    0.978    0.996    1.015
log_lik[1403]   -0.200   0.001  0.057   -0.200   -0.175   -0.152   -0.126
log_lik[1404]    0.819   0.001  0.044    0.820    0.838    0.855    0.873
log_lik[1405]    1.126   0.000  0.031    1.126    1.140    1.152    1.165
log_lik[1406]    0.975   0.001  0.041    0.976    0.994    1.010    1.027
log_lik[1407]    0.843   0.001  0.041    0.844    0.862    0.878    0.895
log_lik[1408]    1.139   0.000  0.030    1.139    1.152    1.164    1.177
log_lik[1409]    1.074   0.000  0.035    1.075    1.089    1.104    1.120
log_lik[1410]   -1.836   0.001  0.073   -1.835   -1.803   -1.774   -1.744
log_lik[1411]    1.138   0.000  0.030    1.138    1.151    1.163    1.176
log_lik[1412]   -0.102   0.001  0.075   -0.103   -0.070   -0.040   -0.007
log_lik[1413]   -1.096   0.001  0.059   -1.096   -1.072   -1.047   -1.019
log_lik[1414]    0.061   0.003  0.165    0.064    0.136    0.203    0.269
log_lik[1415]   -3.569   0.002  0.123   -3.566   -3.513   -3.463   -3.415
log_lik[1416]   -0.721   0.001  0.073   -0.721   -0.689   -0.659   -0.628
log_lik[1417]   -0.314   0.001  0.060   -0.315   -0.289   -0.264   -0.237
log_lik[1418]    0.842   0.001  0.070    0.846    0.876    0.901    0.930
log_lik[1419]   -2.420   0.002  0.114   -2.422   -2.370   -2.323   -2.273
log_lik[1420]    1.108   0.001  0.041    1.110    1.127    1.142    1.157
log_lik[1421]   -0.533   0.001  0.066   -0.533   -0.504   -0.479   -0.450
log_lik[1422]    0.601   0.001  0.070    0.603    0.634    0.661    0.690
log_lik[1423]   -0.805   0.001  0.085   -0.807   -0.768   -0.732   -0.696
log_lik[1424]   -6.618   0.004  0.254   -6.615   -6.499   -6.403   -6.296
log_lik[1425]   -3.970   0.002  0.168   -3.969   -3.894   -3.826   -3.756
log_lik[1426]   -0.299   0.002  0.105   -0.299   -0.253   -0.209   -0.163
log_lik[1427]    0.772   0.003  0.212    0.803    0.890    0.961    1.026
log_lik[1428]   -0.997   0.003  0.201   -0.996   -0.910   -0.828   -0.738
log_lik[1429]    0.753   0.001  0.090    0.755    0.797    0.832    0.867
log_lik[1430]    0.710   0.001  0.071    0.712    0.742    0.770    0.799
log_lik[1431]   -0.151   0.002  0.147   -0.151   -0.085   -0.028    0.041
log_lik[1432]    0.637   0.002  0.166    0.647    0.718    0.782    0.849
log_lik[1433]   -2.504   0.002  0.140   -2.504   -2.443   -2.386   -2.325
log_lik[1434]    1.055   0.001  0.045    1.057    1.077    1.094    1.111
log_lik[1435]    0.295   0.002  0.109    0.297    0.345    0.387    0.432
log_lik[1436]    0.889   0.001  0.087    0.896    0.932    0.963    0.995
log_lik[1437]    1.067   0.001  0.044    1.069    1.088    1.104    1.121
log_lik[1438]   -0.501   0.002  0.157   -0.503   -0.434   -0.370   -0.304
log_lik[1439]   -0.116   0.001  0.105   -0.114   -0.069   -0.027    0.019
log_lik[1440]    0.476   0.001  0.081    0.478    0.513    0.544    0.577
log_lik[1441]    0.924   0.001  0.066    0.927    0.955    0.981    1.007
log_lik[1442]    1.087   0.001  0.051    1.091    1.112    1.130    1.149
log_lik[1443]    0.661   0.001  0.077    0.663    0.698    0.726    0.758
log_lik[1444]    0.232   0.002  0.133    0.236    0.294    0.344    0.400
log_lik[1445]   -0.552   0.002  0.123   -0.550   -0.497   -0.448   -0.394
log_lik[1446]    0.989   0.001  0.061    0.993    1.020    1.041    1.065
log_lik[1447]   -0.069   0.003  0.174   -0.066    0.007    0.080    0.154
log_lik[1448]    0.607   0.001  0.062    0.610    0.635    0.659    0.685
log_lik[1449]   -0.688   0.001  0.067   -0.688   -0.659   -0.633   -0.604
log_lik[1450]   -5.639   0.003  0.200   -5.634   -5.550   -5.472   -5.384
log_lik[1451]    0.821   0.002  0.159    0.837    0.905    0.957    1.012
log_lik[1452]    1.034   0.001  0.060    1.039    1.063    1.085    1.106
log_lik[1453]    0.092   0.001  0.066    0.092    0.121    0.149    0.177
log_lik[1454]    0.404   0.001  0.096    0.407    0.450    0.484    0.525
log_lik[1455]   -1.076   0.002  0.138   -1.077   -1.016   -0.959   -0.895
log_lik[1456]    1.071   0.001  0.044    1.074    1.093    1.109    1.126
log_lik[1457]    0.396   0.002  0.127    0.400    0.457    0.502    0.559
log_lik[1458]    0.382   0.001  0.074    0.382    0.415    0.445    0.477
log_lik[1459]    0.755   0.002  0.101    0.758    0.804    0.843    0.884
log_lik[1460]   -4.168   0.002  0.131   -4.164   -4.108   -4.058   -4.002
y_hat           12.307   0.003  0.239   12.306   12.363   12.425   12.505
lp__          1326.123   0.042  2.105 1326.419 1327.291 1327.903 1328.534
              n_eff  Rhat
alpha          5835 1.000
beta[1]        4216 1.000
beta[2]        4247 1.001
beta[3]        3759 1.000
beta_mu[1]     5711 1.000
beta_mu[2]     5642 1.000
beta_mu[3]     5004 1.000
sigma          4323 1.001
nu             4310 1.000
mu[1]          5684 1.000
mu[2]          5622 1.000
mu[3]          4963 1.000
mu[4]          5277 1.000
mu[5]          4636 1.000
mu[6]          5307 1.000
mu[7]          4324 1.000
mu[8]          4006 1.000
mu[9]          5700 1.000
mu[10]         5514 1.000
mu[11]         5706 1.000
mu[12]         5306 1.000
mu[13]         5917 1.000
mu[14]         5688 1.000
mu[15]         4627 1.000
mu[16]         5719 1.000
mu[17]         4336 1.000
mu[18]         5099 1.000
mu[19]         5689 1.000
mu[20]         5319 1.000
mu[21]         5589 1.000
mu[22]         5879 1.000
mu[23]         5495 1.000
mu[24]         5716 1.000
mu[25]         5770 1.000
mu[26]         4949 1.000
mu[27]         4883 1.000
mu[28]         4313 1.000
mu[29]         5737 1.000
mu[30]         5075 1.000
mu[31]         4661 1.000
mu[32]         4873 1.000
mu[33]         5418 1.000
mu[34]         5726 1.000
mu[35]         4356 1.000
mu[36]         4956 1.000
mu[37]         4760 1.000
mu[38]         4580 1.001
mu[39]         5727 1.000
mu[40]         4907 1.000
mu[41]         5767 1.000
mu[42]         5115 1.000
mu[43]         5864 1.000
mu[44]         4959 1.000
mu[45]         5177 1.000
mu[46]         4856 1.000
mu[47]         4515 1.000
mu[48]         4878 1.000
mu[49]         4810 1.000
mu[50]         4609 1.000
mu[51]         4908 1.000
mu[52]         4604 1.000
mu[53]         5752 1.000
mu[54]         5638 1.000
mu[55]         4168 1.000
mu[56]         5760 1.000
mu[57]         4533 1.000
mu[58]         5817 1.000
mu[59]         5417 1.000
mu[60]         5502 1.000
mu[61]         4012 1.000
mu[62]         4749 1.000
mu[63]         4966 1.000
mu[64]         5396 1.000
mu[65]         4837 1.000
mu[66]         5432 1.000
mu[67]         5441 1.000
mu[68]         5184 1.000
mu[69]         4418 1.000
mu[70]         5032 1.000
mu[71]         4494 1.000
mu[72]         4866 1.000
mu[73]         5061 1.000
mu[74]         5618 1.000
mu[75]         4823 1.000
mu[76]         4809 1.000
mu[77]         5710 1.000
mu[78]         5340 1.000
mu[79]         5246 1.000
mu[80]         4641 1.000
mu[81]         5365 1.000
mu[82]         5677 1.000
mu[83]         5327 1.000
mu[84]         4397 1.000
mu[85]         5458 1.000
mu[86]         4969 1.001
mu[87]         4981 1.000
mu[88]         5136 1.000
mu[89]         5050 1.000
mu[90]         4842 1.000
mu[91]         5592 1.000
mu[92]         5649 1.000
mu[93]         5679 1.000
mu[94]         5198 1.000
mu[95]         4951 1.000
mu[96]         4882 1.000
mu[97]         5522 1.000
mu[98]         5236 1.000
mu[99]         5216 1.000
mu[100]        5627 1.000
mu[101]        4236 1.000
mu[102]        4547 1.000
mu[103]        5544 1.000
mu[104]        4520 1.000
mu[105]        4761 1.000
mu[106]        4820 1.000
mu[107]        5664 1.000
mu[108]        5064 1.000
mu[109]        4947 1.000
mu[110]        4908 1.000
mu[111]        5099 1.000
mu[112]        4431 1.000
mu[113]        4742 1.000
mu[114]        5709 1.000
mu[115]        4494 1.000
mu[116]        4361 1.000
mu[117]        5097 1.000
mu[118]        4965 1.000
mu[119]        5177 1.000
mu[120]        5630 1.000
mu[121]        5568 1.000
mu[122]        4953 1.000
mu[123]        5045 1.000
mu[124]        5760 1.000
mu[125]        4405 1.000
mu[126]        5131 1.000
mu[127]        4306 1.000
mu[128]        5513 1.000
mu[129]        4253 1.000
mu[130]        5018 1.000
mu[131]        5473 1.000
mu[132]        4626 1.000
mu[133]        4663 1.000
mu[134]        5343 1.000
mu[135]        5832 1.000
mu[136]        4995 1.000
mu[137]        4504 1.000
mu[138]        5276 1.000
mu[139]        5620 1.000
mu[140]        4714 1.000
mu[141]        3872 1.000
mu[142]        5211 1.000
mu[143]        5533 1.000
mu[144]        5528 1.000
mu[145]        4709 1.001
mu[146]        5612 1.000
mu[147]        4582 1.000
mu[148]        5496 1.000
mu[149]        4865 1.000
mu[150]        5790 1.000
mu[151]        4449 1.000
mu[152]        4549 1.000
mu[153]        4649 1.000
mu[154]        4977 1.000
mu[155]        5771 1.000
mu[156]        4223 1.000
mu[157]        4168 1.000
mu[158]        4749 1.000
mu[159]        4825 1.000
mu[160]        5139 1.000
mu[161]        4920 1.000
mu[162]        4581 1.000
mu[163]        5260 1.000
mu[164]        4323 1.000
mu[165]        5283 1.000
mu[166]        4564 1.000
mu[167]        5741 1.000
mu[168]        5066 1.000
mu[169]        4027 1.000
mu[170]        4280 1.001
mu[171]        4314 1.000
mu[172]        4612 1.000
mu[173]        4481 1.000
mu[174]        5277 1.000
mu[175]        4396 1.000
mu[176]        4647 1.000
mu[177]        4557 1.000
mu[178]        5196 1.000
mu[179]        4093 1.000
mu[180]        4402 1.000
mu[181]        5127 1.000
mu[182]        4856 1.000
mu[183]        4837 1.000
mu[184]        4559 1.000
mu[185]        5513 1.000
mu[186]        5143 1.000
mu[187]        4720 1.000
mu[188]        5819 1.000
mu[189]        4536 1.000
mu[190]        5460 1.000
mu[191]        3966 1.000
mu[192]        4556 1.000
mu[193]        3988 1.000
mu[194]        4812 1.000
mu[195]        4537 1.000
mu[196]        4642 1.000
mu[197]        5062 1.000
mu[198]        4302 1.000
mu[199]        4080 1.000
mu[200]        4504 1.000
mu[201]        5628 1.000
mu[202]        5512 1.000
mu[203]        5446 1.000
mu[204]        4451 1.001
mu[205]        4813 1.001
mu[206]        4201 1.000
mu[207]        5694 1.000
mu[208]        5811 1.000
mu[209]        4315 1.000
mu[210]        4926 1.000
mu[211]        4443 1.000
mu[212]        5636 1.000
mu[213]        4845 1.000
mu[214]        5861 1.000
mu[215]        4386 1.000
mu[216]        4189 1.001
mu[217]        4497 1.000
mu[218]        4740 1.001
mu[219]        5652 1.000
mu[220]        5584 1.000
mu[221]        4752 1.000
mu[222]        4785 1.000
mu[223]        4946 1.000
mu[224]        4323 1.000
mu[225]        4080 1.000
mu[226]        3869 1.000
mu[227]        5198 1.000
mu[228]        4482 1.000
mu[229]        5185 1.000
mu[230]        5033 1.000
mu[231]        4820 1.000
mu[232]        3969 1.000
mu[233]        5470 1.000
mu[234]        5520 1.000
mu[235]        4260 1.000
mu[236]        5015 1.000
mu[237]        4724 1.000
mu[238]        5426 1.000
mu[239]        5856 1.000
mu[240]        4710 1.000
mu[241]        5376 1.000
mu[242]        4182 1.000
mu[243]        4884 1.000
mu[244]        4796 1.000
mu[245]        4485 1.000
mu[246]        4747 1.000
mu[247]        4943 1.000
mu[248]        5743 1.000
mu[249]        4382 1.000
mu[250]        5515 1.000
mu[251]        4911 1.000
mu[252]        4791 1.001
mu[253]        5452 1.000
mu[254]        5762 1.000
mu[255]        5282 1.000
mu[256]        4364 1.000
mu[257]        4276 1.000
mu[258]        4442 1.000
mu[259]        5055 1.000
mu[260]        5380 1.000
mu[261]        5853 1.000
mu[262]        4367 1.000
mu[263]        4013 1.000
mu[264]        5666 1.000
mu[265]        5100 1.000
mu[266]        4160 1.000
mu[267]        5575 1.000
mu[268]        5479 1.000
mu[269]        4296 1.000
mu[270]        3961 1.000
mu[271]        5035 1.000
mu[272]        5310 1.000
mu[273]        5594 1.000
mu[274]        4980 1.000
mu[275]        5777 1.000
mu[276]        4197 1.000
mu[277]        4827 1.000
mu[278]        5534 1.000
mu[279]        4952 1.000
mu[280]        5300 1.000
mu[281]        4809 1.000
mu[282]        5575 1.000
mu[283]        5341 1.000
mu[284]        5490 1.000
mu[285]        5593 1.000
mu[286]        4992 1.000
mu[287]        5284 1.000
mu[288]        5724 1.000
mu[289]        4887 1.000
mu[290]        5503 1.000
mu[291]        5041 1.000
mu[292]        5696 1.000
mu[293]        4528 1.000
mu[294]        5370 1.000
mu[295]        5699 1.000
mu[296]        4872 1.000
mu[297]        3980 1.000
mu[298]        4925 1.000
mu[299]        5620 1.000
mu[300]        4517 1.000
mu[301]        5711 1.000
mu[302]        5333 1.000
mu[303]        5748 1.000
mu[304]        5065 1.000
mu[305]        5119 1.000
mu[306]        5179 1.000
mu[307]        5340 1.000
mu[308]        5153 1.000
mu[309]        5119 1.000
mu[310]        5109 1.000
mu[311]        4494 1.000
mu[312]        5124 1.000
mu[313]        5785 1.000
mu[314]        5887 1.000
mu[315]        5141 1.000
mu[316]        5428 1.000
mu[317]        5379 1.000
mu[318]        5906 1.000
mu[319]        4973 1.000
mu[320]        4516 1.001
mu[321]        4665 1.000
mu[322]        4523 1.000
mu[323]        5122 1.000
mu[324]        4665 1.000
mu[325]        5528 1.000
mu[326]        4389 1.000
mu[327]        4978 1.000
mu[328]        5111 1.000
mu[329]        5583 1.000
mu[330]        5546 1.000
mu[331]        5412 1.000
mu[332]        4253 1.000
mu[333]        3937 1.000
mu[334]        4359 1.001
mu[335]        4785 1.000
mu[336]        5176 1.000
mu[337]        5702 1.000
mu[338]        4218 1.000
mu[339]        5817 1.000
mu[340]        5253 1.000
mu[341]        4551 1.000
mu[342]        5162 1.000
mu[343]        5141 1.000
mu[344]        5227 1.000
mu[345]        4555 1.000
mu[346]        5645 1.000
mu[347]        5381 1.000
mu[348]        4671 1.000
mu[349]        4476 1.000
mu[350]        5604 1.000
mu[351]        5198 1.000
mu[352]        4336 1.000
mu[353]        4751 1.000
mu[354]        4668 1.000
mu[355]        5722 1.000
mu[356]        5377 1.000
mu[357]        4080 1.000
mu[358]        5055 1.000
mu[359]        5646 1.000
mu[360]        5216 1.000
mu[361]        5268 1.000
mu[362]        5492 1.000
mu[363]        5809 1.000
mu[364]        5343 1.000
mu[365]        4820 1.000
mu[366]        5548 1.000
mu[367]        5411 1.000
mu[368]        5127 1.000
mu[369]        5582 1.000
mu[370]        5368 1.000
mu[371]        5765 1.000
mu[372]        4899 1.000
mu[373]        5668 1.000
mu[374]        5099 1.000
mu[375]        5479 1.000
mu[376]        5599 1.000
mu[377]        5258 1.000
mu[378]        5641 1.000
mu[379]        5398 1.000
mu[380]        4284 1.000
mu[381]        5125 1.000
mu[382]        5439 1.000
mu[383]        4454 1.000
mu[384]        5882 1.000
mu[385]        5179 1.000
mu[386]        4590 1.000
mu[387]        4850 1.000
mu[388]        4901 1.000
mu[389]        5453 1.000
mu[390]        5246 1.000
mu[391]        5952 1.000
mu[392]        4858 1.000
mu[393]        5011 1.000
mu[394]        5924 1.000
mu[395]        5679 1.000
mu[396]        5410 1.000
mu[397]        4818 1.000
mu[398]        5200 1.000
mu[399]        4768 1.000
mu[400]        5260 1.000
mu[401]        4479 1.000
mu[402]        5687 1.000
mu[403]        4799 1.000
mu[404]        4798 1.000
mu[405]        4428 1.000
mu[406]        4446 1.000
mu[407]        5450 1.000
mu[408]        5361 1.000
mu[409]        5348 1.000
mu[410]        4757 1.000
mu[411]        5551 1.000
mu[412]        5392 1.000
mu[413]        5583 1.000
mu[414]        5373 1.000
mu[415]        5221 1.000
mu[416]        5018 1.000
mu[417]        5711 1.000
mu[418]        4753 1.000
mu[419]        5728 1.000
mu[420]        5770 1.000
mu[421]        5441 1.000
mu[422]        5348 1.000
mu[423]        5476 1.000
mu[424]        5314 1.000
mu[425]        4110 1.000
mu[426]        4579 1.000
mu[427]        5373 1.000
mu[428]        4914 1.000
mu[429]        5329 1.000
mu[430]        5658 1.000
mu[431]        5240 1.000
mu[432]        5243 1.000
mu[433]        4831 1.000
mu[434]        5624 1.000
mu[435]        4359 1.000
mu[436]        5501 1.000
mu[437]        5397 1.000
mu[438]        5877 1.000
mu[439]        5300 1.000
mu[440]        5176 1.000
mu[441]        4232 1.000
mu[442]        5048 1.000
mu[443]        5628 1.000
mu[444]        5810 1.000
mu[445]        5224 1.000
mu[446]        4860 1.000
mu[447]        5529 1.000
mu[448]        4693 1.000
mu[449]        5113 1.000
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log_lik[1076]  5121 1.001
log_lik[1077]  5639 1.000
log_lik[1078]  4825 1.001
log_lik[1079]  4659 1.000
log_lik[1080]  5340 1.000
log_lik[1081]  4722 1.001
log_lik[1082]  5037 1.000
log_lik[1083]  4517 1.000
log_lik[1084]  5209 1.001
log_lik[1085]  5222 1.000
log_lik[1086]  4879 1.000
log_lik[1087]  5801 1.000
log_lik[1088]  4619 1.000
log_lik[1089]  4844 1.000
log_lik[1090]  5011 1.000
log_lik[1091]  4277 1.000
log_lik[1092]  4997 1.001
log_lik[1093]  5341 1.000
log_lik[1094]  5524 1.000
log_lik[1095]  5002 1.000
log_lik[1096]  4694 1.001
log_lik[1097]  4589 1.000
log_lik[1098]  4739 1.001
log_lik[1099]  5362 1.000
log_lik[1100]  4520 1.000
log_lik[1101]  4726 1.001
log_lik[1102]  5044 1.000
log_lik[1103]  5184 1.000
log_lik[1104]  5097 1.000
log_lik[1105]  5073 1.000
log_lik[1106]  5275 1.000
log_lik[1107]  4588 1.001
log_lik[1108]  4975 1.001
log_lik[1109]  5629 1.000
log_lik[1110]  5106 1.000
log_lik[1111]  5752 1.000
log_lik[1112]  5368 1.000
log_lik[1113]  4901 1.000
log_lik[1114]  4675 1.001
log_lik[1115]  5191 1.000
log_lik[1116]  5193 1.000
log_lik[1117]  4196 1.000
log_lik[1118]  4624 1.000
log_lik[1119]  4251 1.000
log_lik[1120]  5088 1.001
log_lik[1121]  4629 1.001
log_lik[1122]  4703 1.001
log_lik[1123]  4805 1.001
log_lik[1124]  7025 1.000
log_lik[1125]  4668 1.000
log_lik[1126]  4540 1.000
log_lik[1127]  4837 1.001
log_lik[1128]  4722 1.001
log_lik[1129]  5577 1.000
log_lik[1130]  4815 1.000
log_lik[1131]  4474 1.000
log_lik[1132]  4741 1.001
log_lik[1133]  4496 1.000
log_lik[1134]  4862 1.000
log_lik[1135]  4557 1.000
log_lik[1136]  5079 1.001
log_lik[1137]  4920 1.000
log_lik[1138]  5113 1.001
log_lik[1139]  5347 1.000
log_lik[1140]  5005 1.000
log_lik[1141]  4623 1.001
log_lik[1142]  4897 1.001
log_lik[1143]  4738 1.000
log_lik[1144]  4801 1.001
log_lik[1145]  4483 1.000
log_lik[1146]  5339 1.001
log_lik[1147]  4793 1.000
log_lik[1148]  5300 1.000
log_lik[1149]  4636 1.001
log_lik[1150]  4726 1.001
log_lik[1151]  5135 1.001
log_lik[1152]  5483 1.001
log_lik[1153]  5794 1.000
log_lik[1154]  5513 1.000
log_lik[1155]  4651 1.000
log_lik[1156]  4406 1.000
log_lik[1157]  4788 1.001
log_lik[1158]  4723 1.000
log_lik[1159]  4837 1.001
log_lik[1160]  4871 1.000
log_lik[1161]  4837 1.000
log_lik[1162]  5555 1.001
log_lik[1163]  5067 1.000
log_lik[1164]  5145 1.000
log_lik[1165]  4816 1.001
log_lik[1166]  4720 1.001
log_lik[1167]  4338 1.000
log_lik[1168]  5058 1.001
log_lik[1169]  5249 1.000
log_lik[1170]  4905 1.000
log_lik[1171]  4253 1.000
log_lik[1172]  4928 1.000
log_lik[1173]  4872 1.000
log_lik[1174]  5733 1.001
log_lik[1175]  5132 1.000
log_lik[1176]  5357 1.000
log_lik[1177]  5003 1.001
log_lik[1178]  4390 1.001
log_lik[1179]  5141 1.000
log_lik[1180]  4947 1.000
log_lik[1181]  4842 1.001
log_lik[1182]  5012 1.000
log_lik[1183]  5522 1.000
log_lik[1184]  4497 1.000
log_lik[1185]  4779 1.001
log_lik[1186]  4405 1.000
log_lik[1187]  4908 1.001
log_lik[1188]  4643 1.001
log_lik[1189]  5287 1.000
log_lik[1190]  5185 1.001
log_lik[1191]  4721 1.000
log_lik[1192]  5207 1.000
log_lik[1193]  5203 1.000
log_lik[1194]  4621 1.000
log_lik[1195]  5451 1.000
log_lik[1196]  4296 1.000
log_lik[1197]  5576 1.001
log_lik[1198]  5616 1.000
log_lik[1199]  4713 1.000
log_lik[1200]  6041 1.000
log_lik[1201]  4945 1.000
log_lik[1202]  5249 1.001
log_lik[1203]  4734 1.001
log_lik[1204]  4720 1.001
log_lik[1205]  4821 1.000
log_lik[1206]  5037 1.001
log_lik[1207]  5641 1.001
log_lik[1208]  5798 1.000
log_lik[1209]  4842 1.001
log_lik[1210]  6000 1.000
log_lik[1211]  5242 1.000
log_lik[1212]  4798 1.000
log_lik[1213]  4980 1.000
log_lik[1214]  4753 1.001
log_lik[1215]  4226 1.000
log_lik[1216]  5138 1.001
log_lik[1217]  4600 1.001
log_lik[1218]  4877 1.001
log_lik[1219]  4936 1.000
log_lik[1220]  4456 1.000
log_lik[1221]  4509 1.000
log_lik[1222]  4314 1.000
log_lik[1223]  5894 1.000
log_lik[1224]  5060 1.000
log_lik[1225]  4918 1.001
log_lik[1226]  5021 1.000
log_lik[1227]  4971 1.000
log_lik[1228]  5518 1.000
log_lik[1229]  5749 1.000
log_lik[1230]  4607 1.000
log_lik[1231]  4898 1.001
log_lik[1232]  5240 1.001
log_lik[1233]  4737 1.000
log_lik[1234]  4467 1.000
log_lik[1235]  4722 1.000
log_lik[1236]  4839 1.001
log_lik[1237]  5396 1.000
log_lik[1238]  4424 1.000
log_lik[1239]  4335 1.000
log_lik[1240]  4406 1.000
log_lik[1241]  4728 1.001
log_lik[1242]  5360 1.000
log_lik[1243]  5229 1.001
log_lik[1244]  4850 1.000
log_lik[1245]  5257 1.000
log_lik[1246]  4202 1.000
log_lik[1247]  4952 1.000
log_lik[1248]  5340 1.000
log_lik[1249]  5347 1.001
log_lik[1250]  5007 1.000
log_lik[1251]  5542 1.000
log_lik[1252]  4887 1.000
log_lik[1253]  4866 1.001
log_lik[1254]  5220 1.000
log_lik[1255]  5322 1.000
log_lik[1256]  5046 1.000
log_lik[1257]  5160 1.000
log_lik[1258]  4929 1.000
log_lik[1259]  4711 1.001
log_lik[1260]  5107 1.000
log_lik[1261]  5544 1.001
log_lik[1262]  4752 1.000
log_lik[1263]  4630 1.000
log_lik[1264]  5149 1.001
log_lik[1265]  4824 1.001
log_lik[1266]  5245 1.000
log_lik[1267]  4120 1.000
log_lik[1268]  5331 1.000
log_lik[1269]  5215 1.000
log_lik[1270]  4944 1.000
log_lik[1271]  5335 1.000
log_lik[1272]  5088 1.000
log_lik[1273]  5226 1.001
log_lik[1274]  4648 1.000
log_lik[1275]  5372 1.000
log_lik[1276]  5193 1.000
log_lik[1277]  4986 1.001
log_lik[1278]  5191 1.000
log_lik[1279]  4788 1.000
log_lik[1280]  5378 1.001
log_lik[1281]  4349 1.000
log_lik[1282]  3999 1.000
log_lik[1283]  4872 1.000
log_lik[1284]  4679 1.000
log_lik[1285]  5103 1.001
log_lik[1286]  5111 1.000
log_lik[1287]  5025 1.001
log_lik[1288]  3991 1.000
log_lik[1289]  5379 1.000
log_lik[1290]  4860 1.001
log_lik[1291]  4810 1.000
log_lik[1292]  5067 1.000
log_lik[1293]  4653 1.000
log_lik[1294]  4426 1.000
log_lik[1295]  5546 1.000
log_lik[1296]  4693 1.001
log_lik[1297]  5539 1.000
log_lik[1298]  4932 1.000
log_lik[1299]  5318 1.000
log_lik[1300]  4568 1.001
log_lik[1301]  5535 1.000
log_lik[1302]  5114 1.000
log_lik[1303]  5638 1.000
log_lik[1304]  4862 1.001
log_lik[1305]  5850 1.000
log_lik[1306]  4815 1.000
log_lik[1307]  4469 1.001
log_lik[1308]  5074 1.000
log_lik[1309]  4793 1.000
log_lik[1310]  5400 1.000
log_lik[1311]  4498 1.000
log_lik[1312]  5012 1.000
log_lik[1313]  5182 1.000
log_lik[1314]  4104 1.000
log_lik[1315]  5657 1.000
log_lik[1316]  5151 1.000
log_lik[1317]  4985 1.001
log_lik[1318]  5438 1.000
log_lik[1319]  4924 1.000
log_lik[1320]  4752 1.000
log_lik[1321]  5029 1.000
log_lik[1322]  4839 1.001
log_lik[1323]  5497 1.000
log_lik[1324]  4975 1.000
log_lik[1325]  4716 1.000
log_lik[1326]  5009 1.001
log_lik[1327]  5709 1.000
log_lik[1328]  4552 1.000
log_lik[1329]  5584 1.000
log_lik[1330]  5260 1.000
log_lik[1331]  4617 1.000
log_lik[1332]  4513 1.000
log_lik[1333]  4695 1.001
log_lik[1334]  4820 1.000
log_lik[1335]  6160 1.000
log_lik[1336]  4393 1.000
log_lik[1337]  4572 1.000
log_lik[1338]  4748 1.001
log_lik[1339]  5213 1.000
log_lik[1340]  4727 1.001
log_lik[1341]  4882 1.000
log_lik[1342]  4565 1.000
log_lik[1343]  4128 1.000
log_lik[1344]  4921 1.000
log_lik[1345]  4838 1.001
log_lik[1346]  4928 1.000
log_lik[1347]  5076 1.000
log_lik[1348]  5912 1.000
log_lik[1349]  4695 1.000
log_lik[1350]  4771 1.001
log_lik[1351]  5034 1.001
log_lik[1352]  4707 1.001
log_lik[1353]  5076 1.001
log_lik[1354]  5408 1.000
log_lik[1355]  4220 1.000
log_lik[1356]  4750 1.001
log_lik[1357]  4985 1.000
log_lik[1358]  5800 1.001
log_lik[1359]  4996 1.000
log_lik[1360]  4830 1.000
log_lik[1361]  5178 1.000
log_lik[1362]  5461 1.000
log_lik[1363]  5189 1.000
log_lik[1364]  5261 1.000
log_lik[1365]  6239 1.000
log_lik[1366]  4735 1.001
log_lik[1367]  5145 1.000
log_lik[1368]  5680 1.000
log_lik[1369]  4942 1.001
log_lik[1370]  5086 1.000
log_lik[1371]  5233 1.000
log_lik[1372]  5208 1.000
log_lik[1373]  4385 1.000
log_lik[1374]  4923 1.001
log_lik[1375]  5667 1.000
log_lik[1376]  5598 1.000
log_lik[1377]  5722 1.000
log_lik[1378]  5360 1.000
log_lik[1379]  4782 1.001
log_lik[1380]  5131 1.000
log_lik[1381]  4913 1.000
log_lik[1382]  5094 1.000
log_lik[1383]  4354 1.000
log_lik[1384]  4856 1.001
log_lik[1385]  4638 1.000
log_lik[1386]  5463 1.000
log_lik[1387]  5371 1.000
log_lik[1388]  5059 1.000
log_lik[1389]  4794 1.000
log_lik[1390]  4887 1.001
log_lik[1391]  4756 1.001
log_lik[1392]  5029 1.001
log_lik[1393]  4648 1.001
log_lik[1394]  5115 1.000
log_lik[1395]  5322 1.000
log_lik[1396]  4417 1.000
log_lik[1397]  4820 1.000
log_lik[1398]  5116 1.000
log_lik[1399]  4659 1.000
log_lik[1400]  5210 1.000
log_lik[1401]  4780 1.000
log_lik[1402]  4557 1.000
log_lik[1403]  4794 1.000
log_lik[1404]  5537 1.000
log_lik[1405]  4560 1.001
log_lik[1406]  4709 1.000
log_lik[1407]  5786 1.000
log_lik[1408]  4775 1.001
log_lik[1409]  5078 1.001
log_lik[1410]  6049 1.000
log_lik[1411]  4635 1.001
log_lik[1412]  4265 1.000
log_lik[1413]  5565 1.000
log_lik[1414]  3993 1.000
log_lik[1415]  5282 1.000
log_lik[1416]  4674 1.000
log_lik[1417]  4889 1.000
log_lik[1418]  4254 1.000
log_lik[1419]  5017 1.000
log_lik[1420]  4332 1.000
log_lik[1421]  5280 1.000
log_lik[1422]  4467 1.000
log_lik[1423]  4827 1.000
log_lik[1424]  5138 1.000
log_lik[1425]  4871 1.000
log_lik[1426]  4714 1.000
log_lik[1427]  3861 1.000
log_lik[1428]  4207 1.000
log_lik[1429]  4783 1.000
log_lik[1430]  5979 1.000
log_lik[1431]  4691 1.000
log_lik[1432]  4661 1.000
log_lik[1433]  4721 1.000
log_lik[1434]  5365 1.001
log_lik[1435]  4984 1.000
log_lik[1436]  4890 1.000
log_lik[1437]  5194 1.001
log_lik[1438]  4148 1.000
log_lik[1439]  4973 1.000
log_lik[1440]  5708 1.000
log_lik[1441]  4914 1.000
log_lik[1442]  4461 1.000
log_lik[1443]  4989 1.000
log_lik[1444]  4446 1.000
log_lik[1445]  4467 1.000
log_lik[1446]  4682 1.000
log_lik[1447]  4246 1.000
log_lik[1448]  4843 1.000
log_lik[1449]  5020 1.000
log_lik[1450]  5446 1.000
log_lik[1451]  4544 1.000
log_lik[1452]  4806 1.001
log_lik[1453]  5371 1.000
log_lik[1454]  4796 1.000
log_lik[1455]  4600 1.001
log_lik[1456]  4631 1.000
log_lik[1457]  4249 1.000
log_lik[1458]  5378 1.001
log_lik[1459]  4254 1.000
log_lik[1460]  6284 1.000
y_hat          6147 1.000
lp__           2542 1.001

Samples were drawn using NUTS(diag_e) at Sun Sep  1 11:25:48 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at 
convergence, Rhat=1).
check_treedepth(sf1)
0 of 6000 iterations saturated the maximum tree depth of 10.
check_energy(sf1)
E-BFMI indicated no pathological behavior.
check_divergences(sf1)
0 of 6000 iterations ended with a divergence.
rhats1 <- rhat(sf1)
mcmc_rhat_data(rhat = rhats1)
# A tibble: 4,391 x 5
   diagnostic parameter    value rating description   
   <chr>      <fct>        <dbl> <fct>  <chr>         
 1 rhat       y_rep[632]   0.999 low    hat(R) <= 1.05
 2 rhat       y_rep[869]   0.999 low    hat(R) <= 1.05
 3 rhat       y_rep[557]   0.999 low    hat(R) <= 1.05
 4 rhat       y_rep[817]   0.999 low    hat(R) <= 1.05
 5 rhat       y_rep[441]   0.999 low    hat(R) <= 1.05
 6 rhat       y_rep[1236]  0.999 low    hat(R) <= 1.05
 7 rhat       y_rep[448]   0.999 low    hat(R) <= 1.05
 8 rhat       log_lik[614] 0.999 low    hat(R) <= 1.05
 9 rhat       y_rep[722]   0.999 low    hat(R) <= 1.05
10 rhat       y_rep[949]   0.999 low    hat(R) <= 1.05
# … with 4,381 more rows
neff_ratios1 <- neff_ratio(sf1)
mcmc_neff_data(neff_ratios1)
# A tibble: 4,391 x 5
   diagnostic parameter     value rating description    
   <chr>      <fct>         <dbl> <fct>  <chr>          
 1 neff_ratio lp__          0.424 ok     N[eff]/N <= 0.5
 2 neff_ratio log_lik[640]  0.590 high   N[eff]/N > 0.5 
 3 neff_ratio log_lik[604]  0.595 high   N[eff]/N > 0.5 
 4 neff_ratio beta[3]       0.627 high   N[eff]/N > 0.5 
 5 neff_ratio mu[1155]      0.629 high   N[eff]/N > 0.5 
 6 neff_ratio mu[842]       0.638 high   N[eff]/N > 0.5 
 7 neff_ratio log_lik[1427] 0.643 high   N[eff]/N > 0.5 
 8 neff_ratio mu[226]       0.645 high   N[eff]/N > 0.5 
 9 neff_ratio mu[525]       0.645 high   N[eff]/N > 0.5 
10 neff_ratio mu[141]       0.645 high   N[eff]/N > 0.5 
# … with 4,381 more rows

Trace

stan_trace(sf1, pars=params1)

Parameters

mcmc_hist(as.array(sf1), pars = params1)
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

mcmc_dens_overlay(as.array(sf1), pars = params1)

alpha

mcmc_areas(as.array(sf1),
           prob = 0.67, prob_outer = 0.9,
           point_est = 'mean',
           pars = c("alpha"))

beta

mcmc_areas(as.array(sf1),
           prob = 0.67, prob_outer = 0.9,
           point_est = 'mean',
           pars = beta_params1)

mcmc_areas(as.array(sf1),
           prob = 0.67, prob_outer = 0.9,
           point_est = 'mean',
           pars = beta_mu_params1)

sigma

mcmc_areas(as.array(sf1),
           prob = 0.67, prob_outer = 0.9,
           point_est = 'mean',
           pars = c("sigma"))

nu

mcmc_areas(as.array(sf1),
           prob = 0.67, prob_outer = 0.9,
           point_est = 'mean',
           pars = c("nu"))

Extract

theta1 <- rstan::extract(sf1)
y_rep1 <- theta1$y_rep
y_hat1 <- theta1$y_hat

Posterior Predictive Plots

Min

ppc_stat(y_obs$y, y_rep1, stat='min', binwidth = 0.05) + coord_cartesian(xlim = c(3, 8))

Max

ppc_stat(y_obs$y, y_rep1, stat='max', binwidth = 0.05) + coord_cartesian(xlim = c(20, 25))

Mean

ppc_stat(y_obs$y, y_rep1, stat='mean', binwidth = 0.005)

Median

ppc_stat(y_obs$y, y_rep1, stat='median', binwidth = 0.005)

Scatter

ppc_scatter_avg(y_obs$y, y_rep1)

Density of random sample from posterior

ids <- sample(nrow(y_rep1), size = 200)
ppc_dens_overlay(y_obs$y, y_rep1[ids, ]) + coord_cartesian(xlim = c(5, 25))
Coordinate system already present. Adding new coordinate system, which will replace the existing one.

HPDs

hpd67_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.67)
print("Mean 67% HPD width:")
[1] "Mean 67% HPD width:"
mean(hpd67_1[, 'upper']) - mean(hpd67_1[, 'lower'])
[1] 0.2748716
hpd80_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.8)
print("Mean 80% HPD width:")
[1] "Mean 80% HPD width:"
mean(hpd80_1[, 'upper']) - mean(hpd80_1[, 'lower'])
[1] 0.3916433
hpd90_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.9)
print("Mean 90% HPD width:")
[1] "Mean 90% HPD width:"
mean(hpd90_1[, 'upper']) - mean(hpd90_1[, 'lower'])
[1] 0.5710632

ShinyStan

#launch_shinystan(sf1)

Forward prediction

New Data

x_hat <- runif(3, min = 10, max = 15) # This will come from your ML predictors, just taking random numbers here
str(x_hat)
 num [1:3] 13.4 14.3 10.8
data <- list(N=N, K=K, X=x_obs, Y=y_obs$y, x_hat=scale(x_hat)[,1])
str(data)
List of 5
 $ N    : int 1460
 $ K    : int 3
 $ X    :Classes 'tbl_df', 'tbl' and 'data.frame':  1460 obs. of  3 variables:
  ..$ x1: num [1:1460] 1.31 1.45 1.34 1.47 1.63 ...
  ..$ x2: num [1:1460] 1.3 1.42 1.27 1.5 1.44 ...
  ..$ x3: num [1:1460] 1.33 1.42 1.28 1.51 1.51 ...
 $ Y    : num [1:1460] 16.7 16.3 16.8 16.8 17.3 ...
 $ x_hat: num [1:3] 0.306 0.811 -1.117

Refit

sf1_fwd <- sampling(sm, 
                    data = data, 
                    iter = 2000, 
                    warmup = 500)

Diagnostics

check_treedepth(sf1_fwd)
0 of 6000 iterations saturated the maximum tree depth of 10.
check_energy(sf1_fwd)
E-BFMI indicated no pathological behavior.
check_divergences(sf1_fwd)
0 of 6000 iterations ended with a divergence.
stan_trace(sf1_fwd, pars=params1)

ShinyStan

#launch_shinystan(sf1_fwd)

Predictive Posterior

theta <- rstan::extract(sf1_fwd)
y_hat <- theta$y_hat
str(y_hat)
 num [1:6000(1d)] 10.9 10.6 10.9 11.1 10.8 ...
 - attr(*, "dimnames")=List of 1
  ..$ iterations: NULL

y_hat now contains 6000 draws for the prediction from the new, previously unseen, data

Plot

mcmc_intervals(as.array(sf1_fwd), pars = 'y_hat', prob = 0.67, prob_outer = 0.9)

mcmc_areas(as.array(sf1_fwd), pars = 'y_hat', prob = 0.67, prob_outer = 0.9)

Analyse

Analyse y_hat as per requirements. Here an example of calculating the widths of specific highest probability density intervals:

hpd67 <- HDIofMCMC(y_hat, credMass = 0.67)
print("67% HPD width:")
[1] "67% HPD width:"
hpd67[2] - hpd67[1]
[1] 0.5214547
hpd80 <- HDIofMCMC(y_hat, credMass = 0.80)
print("80% HPD width:")
[1] "80% HPD width:"
hpd80[2] - hpd80[1]
[1] 0.6942235
hpd90 <- HDIofMCMC(y_hat, credMass = 0.90)
print("90% HPD width:")
[1] "90% HPD width:"
hpd90[2] - hpd90[1]
[1] 0.9148807